{"id":"W3127211001","doi":"10.26443/mjm.v1i1.407","title":"Penetrating Cardiac Trauma","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006096672,0.0003312726,0.0004474221,0.0009652789,0.001416296,0.0008200809,0.0006436611,0.0007828537,0.2748017],"category_scores_gemma":[0.0040356,0.0001446044,0.000377865,0.0008653055,0.0004383221,0.0006576831,0.001340663,0.0005233402,0.09636174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248149,"about_ca_system_score_gemma":0.001997974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570322,"about_ca_topic_score_gemma":0.007438295,"domain_scores_codex":[0.9992406,0.0001199368,0.00006840011,0.00009463515,0.0002097269,0.0002667115],"domain_scores_gemma":[0.9978903,0.0002541617,0.0003215796,0.0002379139,0.0005194337,0.0007765593],"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":[0.000507228,0.0001832094,0.02036835,0.0008569009,0.00008211304,0.004166399,0.0001986924,0.0001323466,0.002318433,0.002783339,0.7417349,0.2266682],"study_design_scores_gemma":[0.00009584614,0.0002054844,0.02562652,0.001197539,0.00004594794,0.007850839,0.0003498952,0.0001638808,0.0004842092,0.001727277,0.9622313,0.00002132016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02114458,0.005269174,0.001308563,0.005246818,0.005240419,0.0002942057,0.002951768,0.0004048574,0.9581396],"genre_scores_gemma":[0.3428491,0.01398676,0.00157488,0.01858345,0.007212753,0.0005559677,0.006056262,0.0006574495,0.6085234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2748017,"threshold_uncertainty_score":0.9193032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512245203126577,"score_gpt":0.3055165184993782,"score_spread":0.2303940664681124,"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."}}