{"id":"W1888830711","doi":"10.2310/8000.2014.141466","title":"What are emergency-sensitive conditions? A survey of Canadian emergency physicians and nurses","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Hôtel-Dieu de Québec","funders":"","keywords":"Emergency department; Medicine; Family medicine; Medical emergency; Emergency nursing; Emergency medicine; Medical diagnosis; Nursing","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":[0.002206432,0.0003189761,0.0005597838,0.002382955,0.004871438,0.002267339,0.001806264,0.001540286,0.003453973],"category_scores_gemma":[0.01309745,0.0005994941,0.0005641542,0.005541625,0.00121341,0.001354614,0.001746289,0.00190202,0.0004116349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02608804,"about_ca_system_score_gemma":0.0439717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774345,"about_ca_topic_score_gemma":0.988204,"domain_scores_codex":[0.9965842,0.0003128404,0.0003687939,0.0002626315,0.001376764,0.001094822],"domain_scores_gemma":[0.9861642,0.001310038,0.002958458,0.000169851,0.005337493,0.004060036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008986512,0.0001255381,0.9621328,0.0001987126,0.00005863958,0.0003368472,0.01978352,0.00004585875,0.0001424679,0.000236085,0.009826776,0.007022846],"study_design_scores_gemma":[0.000008372846,0.00003040829,0.953678,0.0001736655,0.00001419358,0.0001460807,0.04091031,0.00005247147,0.00001648349,0.000028477,0.004913776,0.00002775117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974255,0.002416196,0.00009591778,0.007727136,0.0001220021,0.0001614182,0.003375665,0.00001002594,0.01183677],"genre_scores_gemma":[0.9897432,0.00341958,0.0002236363,0.003645091,0.00005582004,0.0000747646,0.001230999,0.00001115366,0.001595787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608804,"threshold_uncertainty_score":0.1892829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193144267313601,"score_gpt":0.3612711084719015,"score_spread":0.2419566817405414,"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."}}