{"id":"W4293420200","doi":"10.1503/cmaj.1096014","title":"Why are emergency departments closing?","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Economic shortage; Medical emergency; Computer science; Medicine; Data science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004448511,0.000561918,0.0005597803,0.001368072,0.01090521,0.007420287,0.002505865,0.00660521,0.03069692],"category_scores_gemma":[0.03248265,0.0007387206,0.0007759162,0.002104157,0.005883838,0.005119591,0.002597123,0.01074009,0.006222357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02521774,"about_ca_system_score_gemma":0.07144989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.655051,"about_ca_topic_score_gemma":0.8328046,"domain_scores_codex":[0.9893457,0.0008369113,0.0005145115,0.0008181432,0.004044188,0.004440521],"domain_scores_gemma":[0.9509111,0.003464692,0.00339291,0.0008239236,0.01742164,0.02398566],"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":[0.00005630687,0.00004569315,0.01877869,0.0001699242,0.00002028234,0.0006350362,0.001344018,0.00007125272,0.0002452539,0.002892697,0.9313195,0.04442134],"study_design_scores_gemma":[0.00006904262,0.00007671516,0.1162528,0.001824618,0.00006106702,0.002442876,0.03129425,0.0002173141,0.0005979071,0.005383516,0.8416118,0.0001681235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01621077,0.01009366,0.001055404,0.9086744,0.01347679,0.00006401838,0.001130036,0.0004114576,0.04888354],"genre_scores_gemma":[0.3185157,0.03244644,0.002822428,0.5647771,0.01209387,0.00009624006,0.002209235,0.0007513631,0.0662876],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.344949,"threshold_uncertainty_score":0.6939609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702539138854622,"score_gpt":0.372637457737664,"score_spread":0.3456120663491178,"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."}}