{"id":"W2581922287","doi":"10.12927/hcq.2017.25015","title":"Comparing the Health of Canadian Hospitals: Paying Attention to the Mix of Planned and Unplanned Admissions","year":2017,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Scrutiny; Context (archaeology); Business; Patient safety; Health administration; Accounting; Operations management; Actuarial science; Medicine; Health care; Nursing; Public health; Economics; Political science; Economic growth; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003602893,0.000190223,0.0005353322,0.0002948093,0.00475274,0.0000339364,0.0006157634,0.000147925,0.00002740611],"category_scores_gemma":[0.0003408456,0.0001231126,0.00007434595,0.000247989,0.000110661,0.0001295503,0.00009747122,0.0005952272,0.00003065819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054978,"about_ca_system_score_gemma":0.001672954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7059546,"about_ca_topic_score_gemma":0.8546934,"domain_scores_codex":[0.9958459,0.001500385,0.001124017,0.0003378086,0.000312493,0.0008793717],"domain_scores_gemma":[0.9961643,0.0004351031,0.0009239207,0.001238212,0.0002612312,0.0009772459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004021025,0.0001001633,0.5136614,0.00681682,0.0001417016,0.00001063618,0.168897,0.000005400858,0.00004363911,0.08272856,0.06522505,0.1619675],"study_design_scores_gemma":[0.0005547268,0.001466219,0.8472584,0.001333118,0.00001470905,0.000002062797,0.09293278,0.00009580059,0.000002427799,0.0007421679,0.05543839,0.0001591777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5423574,0.0004994643,0.00008672451,0.4531508,0.0007947023,0.002092019,0.0001353243,0.00002806757,0.0008554714],"genre_scores_gemma":[0.990088,0.0001601749,0.0001595041,0.008962333,0.0001660699,0.000141628,0.00002831266,0.0000222747,0.0002717235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477306,"threshold_uncertainty_score":0.9965429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428255288557865,"score_gpt":0.4384061190515278,"score_spread":0.2955805901957412,"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."}}