{"id":"W3156930428","doi":"10.26443/mjm.v19i1.314","title":"Approach to: Chest pain","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Chest pain; Differential diagnosis; Myocardial infarction; Physical examination; Intensive care medicine; Cardiology; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004032935,0.001239433,0.0007393344,0.002231246,0.001118843,0.002441271,0.001360497,0.004110085,0.08933189],"category_scores_gemma":[0.002765778,0.0002659307,0.0005845844,0.0005600378,0.0009837352,0.002691127,0.002910685,0.005024167,0.05335555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427223,"about_ca_system_score_gemma":0.001865529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525189,"about_ca_topic_score_gemma":0.003610148,"domain_scores_codex":[0.99954,0.00007944387,0.00005179663,0.00008183868,0.0001609358,0.00008596331],"domain_scores_gemma":[0.999236,0.00009870793,0.00005128548,0.00003493326,0.0002930921,0.0002859416],"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":[0.00009144108,0.0001362719,0.002785225,0.0007925624,0.00001589588,0.01313598,0.0004033119,0.0001576398,0.001373888,0.008139255,0.7471032,0.2258654],"study_design_scores_gemma":[0.00004751468,0.0001026457,0.002556018,0.001888024,0.00001715545,0.0555287,0.0005971946,0.0001745576,0.0002835169,0.009865084,0.9289024,0.0000371078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005807481,0.07208895,0.0205982,0.2630052,0.07468498,0.0008265536,0.001018365,0.002044086,0.5599262],"genre_scores_gemma":[0.0476713,0.130222,0.01444247,0.2331174,0.1496609,0.0004874814,0.0009360531,0.0005723247,0.4228902],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08933189,"threshold_uncertainty_score":0.2988449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376404966039588,"score_gpt":0.2957547009499609,"score_spread":0.2619906512895651,"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."}}