{"id":"W3137085367","doi":"10.1177/20503121211001145","title":"Remote certification of out-of-hospital deaths in a Canadian Province: An 8-year experience of a novel practice","year":2021,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Cégep de Lévis","funders":"","keywords":"Certification; Medicine; Medical emergency; Medical examiner; Cause of death; Medical record; Family medicine; Emergency medicine; Poison control; Injury prevention; Disease; Surgery; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001870965,0.0004300858,0.0002869227,0.0008673717,0.007679118,0.00131045,0.001890553,0.0007226862,0.002424469],"category_scores_gemma":[0.004750912,0.0004027046,0.0003375072,0.001348141,0.002021528,0.0007203409,0.002378937,0.001421194,0.0003230017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03764351,"about_ca_system_score_gemma":0.06957085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9326667,"about_ca_topic_score_gemma":0.9814688,"domain_scores_codex":[0.998157,0.0002232038,0.00005825801,0.0001645742,0.000608569,0.0007884455],"domain_scores_gemma":[0.994128,0.0003068165,0.0005570325,0.0001708514,0.001402301,0.003435052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003419129,0.00222642,0.7348754,0.0003833205,0.00006432047,0.01315305,0.09091113,0.000694618,0.002559224,0.0007971775,0.02000587,0.1339876],"study_design_scores_gemma":[0.00007288265,0.001468131,0.8144796,0.0005959134,0.0000453049,0.00670647,0.13315,0.001371928,0.0004889008,0.0002634113,0.04117704,0.0001802606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905418,0.000922807,0.0003024269,0.002501973,0.00008821846,0.0001947003,0.0002222161,0.00003081505,0.005195148],"genre_scores_gemma":[0.9924033,0.001811363,0.001278984,0.001041043,0.00004662056,0.00004025548,0.0002682746,0.00002357431,0.003086635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06733328,"threshold_uncertainty_score":0.273124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235155338528913,"score_gpt":0.3623934345388782,"score_spread":0.3200418811535891,"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."}}