{"id":"W4386499196","doi":"10.1016/j.cjco.2023.09.001","title":"Chest Pain Evaluation: Diagnostic Testing","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; University of Ottawa; McGill University Health Centre; St. Michael's Hospital; Dalhousie University; University of Toronto; Centre Hospitalier de l’Université de Montréal; University of Calgary; University of Saskatchewan; University of Alberta; Libin Cardiovascular Institute of Alberta","funders":"Siemens Healthineers; TD Bank","keywords":"Medicine; Chest pain; Intensive care medicine; Diagnostic test; Modalities; Etiology; Physical therapy; Emergency medicine; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599007,0.001274017,0.001373256,0.002540204,0.0006148076,0.002405971,0.0009019008,0.001293548,0.00681055],"category_scores_gemma":[0.008339957,0.0003010184,0.0004131546,0.001132697,0.0008715505,0.00156357,0.0009888813,0.001853666,0.004360179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000932178,"about_ca_system_score_gemma":0.001687784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995077,"about_ca_topic_score_gemma":0.001907423,"domain_scores_codex":[0.99826,0.0004417011,0.0002747476,0.0001550402,0.0007168413,0.0001516226],"domain_scores_gemma":[0.9978583,0.0006789675,0.0002447014,0.00007355514,0.0009247035,0.0002196908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002307031,0.0002832029,0.03763006,0.00293792,0.0001152907,0.01364184,0.0003470368,0.0008564591,0.003263427,0.005670591,0.1559411,0.7790824],"study_design_scores_gemma":[0.0002169978,0.0006223583,0.09736805,0.03946045,0.0004201156,0.2547856,0.002188399,0.004033008,0.004115455,0.03700656,0.5595695,0.0002133847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03427217,0.5393769,0.06035201,0.08608471,0.01046381,0.001657597,0.002150728,0.001449934,0.2641922],"genre_scores_gemma":[0.3974935,0.4472232,0.06574699,0.0389276,0.0220522,0.0008678328,0.003269543,0.000332816,0.02408638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00681055,"threshold_uncertainty_score":0.02278352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0961405785958087,"score_gpt":0.3789464122323895,"score_spread":0.2828058336365807,"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."}}