{"id":"W4304943254","doi":"10.26443/mjm.v21i1.953","title":"Approach to: Bleeding","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Case Reports on Hematomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Major bleeding; Severe bleeding; Surgery; Internal medicine; Myocardial infarction","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":[0.0001974262,0.001035163,0.0005019028,0.001059799,0.001422648,0.00156031,0.0006815821,0.002744197,0.04968451],"category_scores_gemma":[0.00144202,0.0001797772,0.0005285733,0.0004519034,0.0007092908,0.001803063,0.001887297,0.00395929,0.02138164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007328542,"about_ca_system_score_gemma":0.00116971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006962463,"about_ca_topic_score_gemma":0.001097859,"domain_scores_codex":[0.9997776,0.00002941612,0.00001766659,0.00003811825,0.00006638052,0.00007083833],"domain_scores_gemma":[0.9997608,0.000027276,0.0000284665,0.00002026377,0.00004672134,0.0001164108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00030601,0.0004021962,0.007828991,0.00111567,0.00004185145,0.1513705,0.001022899,0.0003974422,0.004875557,0.02104539,0.375832,0.4357615],"study_design_scores_gemma":[0.00007651361,0.0003371334,0.002950059,0.001122072,0.00003079013,0.4556003,0.0006492037,0.0003328185,0.001056283,0.01489143,0.5229014,0.00005192131],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03757789,0.08768032,0.04631494,0.1119421,0.03278134,0.000745742,0.0007169023,0.002717557,0.6795232],"genre_scores_gemma":[0.279779,0.102109,0.02755657,0.1089611,0.05449727,0.0004508488,0.001101371,0.0007684514,0.4247764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04968451,"threshold_uncertainty_score":0.1662112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05604490108811704,"score_gpt":0.3171672784253157,"score_spread":0.2611223773371987,"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."}}