{"id":"W4386461133","doi":"10.1503/cmaj.231156","title":"Without more acute care beds, hospitals are on their own to grapple with emergency department crises","year":2023,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Emergency department; Medicine; Baseline (sea); Medical emergency; Emergency medicine; MEDLINE; Political science; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001599033,0.0006578245,0.0009326707,0.0008521825,0.0082933,0.004756055,0.002213492,0.02391074,0.02487113],"category_scores_gemma":[0.01456026,0.0005976175,0.000583122,0.001096115,0.00349506,0.003403695,0.001756833,0.0240924,0.01691067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01152662,"about_ca_system_score_gemma":0.01227837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676018,"about_ca_topic_score_gemma":0.3442393,"domain_scores_codex":[0.9970703,0.0004521726,0.000227996,0.000302493,0.001087386,0.0008597209],"domain_scores_gemma":[0.9855644,0.002804314,0.001002642,0.0003809274,0.003727963,0.006519803],"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":[0.00002054999,0.0000195341,0.001894895,0.0000425605,0.000006169077,0.0004946922,0.00009104866,0.00002882211,0.0001423275,0.0006195033,0.9868755,0.009764287],"study_design_scores_gemma":[0.00008344881,0.00006678126,0.01356737,0.0008306744,0.00002448101,0.002027118,0.00242071,0.0003235106,0.0001961248,0.005073,0.9753086,0.00007824956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001146386,0.001094855,0.0001176892,0.9848952,0.005328808,0.000007172486,0.00008287401,0.00005180201,0.00727537],"genre_scores_gemma":[0.01577369,0.004308427,0.0006058975,0.9428951,0.02067959,0.00002200647,0.0002028978,0.00005753136,0.01545497],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1676018,"threshold_uncertainty_score":0.3332525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118523160729552,"score_gpt":0.2733963480552432,"score_spread":0.2622111164479476,"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."}}