{"id":"W2018727301","doi":"10.12927/hcq.2013.21620","title":"Did Ontario's End-of-Life Care Strategy Reduce Acute Care Service Use?: The need to use quality indicators for improvement","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency medicine; Acute care; Emergency department; End-of-life care; Medical emergency; Nursing; Health care; Palliative care","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006157622,0.0004118213,0.0007267905,0.0002576486,0.001243683,0.00008131234,0.0005614572,0.0005372602,0.0001476883],"category_scores_gemma":[0.0001117174,0.0003218431,0.0002354121,0.0006436215,0.00007205112,0.0002952041,0.00006598768,0.001355311,0.00003631814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577893,"about_ca_system_score_gemma":0.005152588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5327376,"about_ca_topic_score_gemma":0.8119166,"domain_scores_codex":[0.9956979,0.0005190844,0.001380982,0.0007054923,0.0005719003,0.001124643],"domain_scores_gemma":[0.9948145,0.0009129895,0.000691418,0.00135206,0.001507637,0.0007214298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001521511,0.0001278593,0.08040965,0.00328232,0.0001895081,0.000004433753,0.7431086,0.000002159086,0.003624153,0.002779355,0.01077955,0.1541709],"study_design_scores_gemma":[0.001936458,0.003043287,0.478033,0.0002168196,0.0001538718,0.000001701285,0.4235014,0.000001849137,0.0002516257,0.000132852,0.09218149,0.0005456519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746591,0.0001577452,0.00005671957,0.01497964,0.004173973,0.004488159,0.001228726,0.0001383272,0.0001176357],"genre_scores_gemma":[0.9929068,0.000006960293,0.0008101472,0.003926097,0.0005582283,0.0008343732,0.0004858269,0.0000738982,0.0003976654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3976233,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06913306047059552,"score_gpt":0.4190297258339293,"score_spread":0.3498966653633338,"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."}}