{"id":"W3011025493","doi":"10.1016/s0735-1097(20)33504-x","title":"THE CHEST PAIN PUZZLE","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Acute coronary syndrome; Chest pain; Pulmonary embolism; Troponin; Cardiology; Internal medicine; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006655955,0.0006902385,0.001503976,0.001834957,0.002420164,0.00511811,0.001094064,0.008108632,0.01930154],"category_scores_gemma":[0.02872088,0.0005074319,0.0006541787,0.000834607,0.007214718,0.007674077,0.002837754,0.02207515,0.005434967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912099,"about_ca_system_score_gemma":0.003701433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878018,"about_ca_topic_score_gemma":0.00604313,"domain_scores_codex":[0.9972528,0.001159965,0.0002420419,0.0003632657,0.0007872311,0.0001947668],"domain_scores_gemma":[0.9837739,0.009911478,0.000684646,0.0006604584,0.002542954,0.002426496],"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":[0.0001018543,0.00008969063,0.001536781,0.0003607298,0.00006791155,0.0003762005,0.0007534195,0.00007597469,0.0001335889,0.03870936,0.861657,0.09613758],"study_design_scores_gemma":[0.0001565111,0.00008923791,0.004067045,0.003782693,0.0000536429,0.002627705,0.002304842,0.0001974373,0.00005854766,0.06471065,0.9218962,0.00005560834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009419176,0.157844,0.0003226305,0.810778,0.01714276,0.000005425256,0.00008196234,0.0000253093,0.01285802],"genre_scores_gemma":[0.0377812,0.2405713,0.0010543,0.535367,0.1719759,0.00006726157,0.0001817199,0.0001074238,0.01289388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01930154,"threshold_uncertainty_score":0.06457007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168887150562197,"score_gpt":0.2581694582089345,"score_spread":0.2364805867033125,"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."}}