data/train.csv

id,basin_id,syndrome_label,precipitating_event,early_phase_features,established_basin_features,entry_signature_top5,pathway_type,distance_from_basin_core_0_100,pathway_evidence,constraints,gold_checklist
EPDM-001,"basin_A_inflammatory_autonomic","Long-COVID","viral_triggered","acute fever; anosmia; high IL6 early; tachycardia onset week2","POTS; IL6-high; PEM; post-exertion lactate","anosmia; acute fever; IL6 spike; week2 tachy; early exertion crash","viral_triggered","18","Classic viral entry with immune surge then autonomic basin lock-in","Under 220 words.","1 viral"
EPDM-002,"basin_A_inflammatory_autonomic","Long-COVID-like","stress_triggered","major life stress; insomnia; panic episodes; HR spikes on standing","POTS; PEM; relapse waves","insomnia onset; panic episodes; HR stand spike; cortisol-like pattern; early crash","stress_triggered","28","Autonomic basin reached via stress and sleep collapse without clear viral phase","Under 220 words.","1 stress"
EPDM-003,"basin_B_mito_metabolic_fatigue","ME/CFS","viral_triggered","mono-like illness; prolonged bedrest; early PEM","PEM 48h; plateau; low energy proxy","mono-like start; early PEM; exertion intolerance; prolonged recovery; plateau lock","viral_triggered","14","Viral entry converges toward metabolic-fatigue basin core","Under 220 words.","1 viral"
EPDM-004,"basin_B_mito_metabolic_fatigue","ME/CFS","toxic_exposure","solvent exposure; headaches; nausea; fatigue onset","PEM; exercise intolerance; lactate high","toxin exposure; headache cluster; nausea; early fatigue surge; exercise crash","toxic_exposure","30","Toxic entry converges to same metabolic basin but farther from core due to neurotox pattern","Under 220 words.","1 toxic"
EPDM-005,"basin_D_mast_cell_histamine_like","Long-COVID-like","viral_triggered","viral URI; rashes within 2 weeks; food sensitivity onset","episodic flares; urticaria; eos high","rash onset; food trigger; flushing; episodic tachy; antihistamine response","viral_triggered","22","Viral entry with mast-cell phenotype early","Under 220 words.","1 mast"
EPDM-006,"basin_D_mast_cell_histamine_like","idiopathic MCAS-like","mixed_or_unknown","years of episodic hives; stress-trigger flushing","episodic flares; food triggers; tachy episodes","long history hives; stress flushing; food trigger; episodic GI; antihistamine response","mixed_or_unknown","35","Same basin reached without single clear trigger; long pre-basin drift","Under 220 words.","1 unknown"
EPDM-007,"basin_E_autoimmune_multisystem","autoimmune cluster","iatrogenic","post-biologic taper; rebound inflammation; rash","ANA+; ESR high; flare topology","taper rebound; rash; ESR rise; joint pain onset; complement drop","iatrogenic","26","Medication perturbation initiates entry into autoimmune basin","Under 220 words.","1 iatro"
EPDM-008,"basin_E_autoimmune_multisystem","autoimmune cluster","mixed_or_unknown","slow onset; intermittent arthralgia; fatigue","ANA+; flares; multisystem","slow onset; arthralgia; fatigue; flare cycling; ANA conversion","mixed_or_unknown","20","Slow drift entry reaches autoimmune basin core without discrete trigger","Under 220 words.","1 drift"
EPDM-009,"basin_C_neuroimmune_cognitive","neuroimmune syndrome","viral_triggered","viral illness; early headache; cognitive dip week3","cognitive collapse waves; neuroimmune proxy high","early headache; week3 cognition dip; sleep disruption; sensory sensitivity; waves","viral_triggered","24","Viral entry with delayed neurocognitive collapse signature","Under 220 words.","1 neuro"
EPDM-010,"basin_C_neuroimmune_cognitive","neuroimmune syndrome","stress_triggered","burnout; chronic insomnia; attentional failures","cognitive waves; headache","burnout; insomnia; attention failure; sensory overload; episodic collapse","stress_triggered","32","Stress-driven entry signature yields same basin but weaker immune flare","Under 220 words.","1 stress"