{"id":"W2993389231","doi":"10.1503/cmaj.190591","title":"Emergency Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Emergency department; Key (lock); Medical emergency; Population; Medicine; Emergency medicine; Data science; Computer science; Environmental health; Computer security; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001060242,0.0006883899,0.0003908873,0.001395515,0.003465809,0.003963373,0.002274545,0.001830407,0.3875993],"category_scores_gemma":[0.006137158,0.0003743057,0.0003008939,0.001425443,0.001051967,0.001094267,0.002778655,0.002098571,0.07779805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01569297,"about_ca_system_score_gemma":0.06493746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4278055,"about_ca_topic_score_gemma":0.7379525,"domain_scores_codex":[0.9981864,0.0002078997,0.00007500865,0.0002110448,0.0008115685,0.0005081398],"domain_scores_gemma":[0.9892709,0.0005301033,0.0002733771,0.0001852927,0.003673976,0.006066259],"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":[0.00003699295,0.00002591935,0.001937464,0.00006563186,0.000003821843,0.0001428598,0.00004044441,0.00005397303,0.00005339828,0.001732112,0.9654669,0.03044048],"study_design_scores_gemma":[0.0001187121,0.00003691687,0.01288495,0.000489953,0.00001307247,0.0003224447,0.00062576,0.0003539994,0.00009429488,0.002156419,0.9828814,0.00002199715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004830725,0.003225607,0.001173885,0.0892283,0.005275664,0.0005253778,0.01974933,0.001188843,0.8748022],"genre_scores_gemma":[0.05985799,0.006082953,0.004125074,0.03575833,0.004204944,0.0004272608,0.02243449,0.0005715269,0.8665374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4278055,"threshold_uncertainty_score":0.8735152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400102360144801,"score_gpt":0.3171741088174677,"score_spread":0.2931730852160196,"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."}}