{"id":"W1995594890","doi":"10.1136/bmj.g4332","title":"Quarter of hospital emergency visits are due to inability to get appointments, study finds","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Emergency department; Medicine; Medical emergency; Family medicine; Emergency rooms; Emergency medicine; Nursing; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002844505,0.0001732789,0.0003108256,0.001157269,0.0006643536,0.0009644827,0.0004879687,0.0005130268,0.01627066],"category_scores_gemma":[0.02032091,0.0003238824,0.0006490104,0.001800222,0.0003738279,0.001294861,0.0007957937,0.0009523241,0.001983442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138274,"about_ca_system_score_gemma":0.001899047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03392995,"about_ca_topic_score_gemma":0.06435068,"domain_scores_codex":[0.9975879,0.0006632654,0.0003469918,0.0002624429,0.0006696488,0.0004697036],"domain_scores_gemma":[0.9908797,0.00253568,0.003162933,0.0008379675,0.001536818,0.001046915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001530678,0.0001086926,0.7537652,0.0008896888,0.0002179561,0.0002432629,0.001871548,0.00009365739,0.0003253041,0.001924029,0.1693083,0.0710994],"study_design_scores_gemma":[0.00002918244,0.00005793197,0.9532924,0.0004093424,0.00007396227,0.0004193338,0.003284934,0.00008808065,0.0001728921,0.0004583168,0.0416994,0.00001416818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7737725,0.01274662,0.00157393,0.07445645,0.001905794,0.0002573921,0.05340126,0.0002001668,0.08168581],"genre_scores_gemma":[0.9615053,0.005280399,0.0006742892,0.01234006,0.0004433606,0.0001884729,0.007070552,0.00006581083,0.01243175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03392995,"threshold_uncertainty_score":0.06746489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03928522088920028,"score_gpt":0.4428431630476283,"score_spread":0.4035579421584281,"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."}}