{"id":"W2188379920","doi":"10.1017/s1481803500008216","title":"Understanding the causes of overcrowding in emergency departments in the Capital Health Region in Alberta: a focus group study","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Capital District Health Authority","funders":"","keywords":"Overcrowding; Focus group; Moderation; Medicine; Emergency department; Health care; Service (business); Nursing; Family medicine; Psychology; Business; Social psychology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208966,0.0002316144,0.0006687446,0.0007236587,0.00015393,0.000002174184,0.0002509928,0.00005843502,0.0003406199],"category_scores_gemma":[0.001320029,0.0001359921,0.0001213281,0.001469899,0.0001105253,0.0001309283,0.0000107933,0.0005427485,6.804141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684415,"about_ca_system_score_gemma":0.0005801931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08010124,"about_ca_topic_score_gemma":0.8557804,"domain_scores_codex":[0.9966503,0.0004736007,0.001682483,0.0002034558,0.0004478974,0.0005422409],"domain_scores_gemma":[0.9987463,0.0001360152,0.0004614448,0.0002710441,0.0001207237,0.0002644247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005699347,0.0002172398,0.9115885,0.00008309317,0.0001244826,0.000497955,0.06687124,0.00002079621,0.00002583028,0.002720364,0.01771078,0.00008268786],"study_design_scores_gemma":[0.006455204,0.004691212,0.5753381,0.001497276,0.0002806807,0.0002444754,0.3986359,0.00001418111,0.00001481269,0.007818719,0.004631867,0.0003775987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619352,0.02009217,0.00006393289,0.01047115,0.003399828,0.000891457,0.000003204717,0.000001835902,0.003141255],"genre_scores_gemma":[0.9927682,0.006760708,0.00000498308,0.0001626018,0.0001977222,0.00001422849,0.000002292756,0.00001855,0.0000706986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7756792,"threshold_uncertainty_score":0.9260244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1678096155745583,"score_gpt":0.3642294029742453,"score_spread":0.196419787399687,"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."}}