{"id":"W4402088678","doi":"10.1136/heartjnl-2024-324512","title":"No false negative paradox in STEMI-NSTEMI diagnosis","year":2024,"lang":"en","type":"letter","venue":"Heart","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043143,0.0003710772,0.0009245509,0.000607315,0.00004472598,0.00007858074,0.0001521268,0.0009826198,0.001360841],"category_scores_gemma":[0.0004411226,0.0003204578,0.0003504376,0.0006018925,0.0001587081,0.00007343923,0.0001610682,0.004474761,0.01544805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582267,"about_ca_system_score_gemma":0.0003468878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007404569,"about_ca_topic_score_gemma":0.000009921869,"domain_scores_codex":[0.9968913,0.0002592015,0.0005250081,0.0007115649,0.0009450069,0.0006679019],"domain_scores_gemma":[0.9981467,0.0007267259,0.00005775093,0.0006852705,0.0002187595,0.0001648536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004544068,0.00003147089,0.003538562,0.000677986,0.0001848779,0.002789113,0.00009927525,6.729731e-7,0.00003092826,0.00000656267,0.9923046,0.0002905192],"study_design_scores_gemma":[0.0004906546,0.0001947602,0.0008888335,0.001194687,0.00009852364,0.0002091861,0.00003516971,0.00003306833,0.0001574908,0.00008268911,0.9963531,0.0002618086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009963737,0.001374567,0.000002264396,0.9697261,0.00128724,0.001394974,0.0001401226,0.000158342,0.02491999],"genre_scores_gemma":[0.0005834119,0.0006661663,0.0002229381,0.9247933,0.00665734,0.0009300033,0.0002162668,0.0001375556,0.06579304],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04493285,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345439599596412,"score_gpt":0.3430002782316547,"score_spread":0.2995458822356906,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}