{"id":"W2049109492","doi":"10.1016/j.amjcard.2012.10.032","title":"Biomarkers After Risk Stratification in Acute Chest Pain (from the BRIC Study)","year":2012,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia; University of Toronto; St. Michael's Hospital","funders":"Fogarty International Center; Ontario Ministry of Health and Long-Term Care","keywords":"Risk stratification; BRIC; Medicine; Stratification (seeds); Chest pain; Internal medicine; Intensive care medicine; Emergency medicine; Cardiology; Geography; China","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001622591,0.001376668,0.001853058,0.0007818133,0.0003824514,0.002126574,0.0007549177,0.001291437,0.001392832],"category_scores_gemma":[0.003191341,0.0004492615,0.001344629,0.001292281,0.0001644375,0.0006707985,0.0008847484,0.001540736,0.0005224929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771754,"about_ca_system_score_gemma":0.0006564976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526609,"about_ca_topic_score_gemma":0.004120925,"domain_scores_codex":[0.9991726,0.000255282,0.00008239467,0.0001533629,0.0002071346,0.0001291448],"domain_scores_gemma":[0.9986841,0.0001971702,0.0004515556,0.0001549393,0.0002571422,0.0002550778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03670999,0.0007368175,0.9084156,0.0006547206,0.005699669,0.0005592554,0.0001337529,0.0006488389,0.004183998,0.0004022791,0.01161438,0.03024078],"study_design_scores_gemma":[0.002075649,0.0007773725,0.9905269,0.00008490793,0.00284622,0.000210702,0.0000576672,0.0004413807,0.0003613183,0.0003106665,0.002266749,0.00004057023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601309,0.02311649,0.000634868,0.001136411,0.0004561382,0.0002145673,0.01006099,0.00007935675,0.00417035],"genre_scores_gemma":[0.9820671,0.003951816,0.001549066,0.0005457564,0.0008651321,0.0002271221,0.009644641,0.0000275285,0.001121941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003526609,"threshold_uncertainty_score":0.008581161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187753367364612,"score_gpt":0.3209154269226205,"score_spread":0.2990378932489743,"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."}}