{"id":"W7033210299","doi":"","title":"The performance of health systems and hospitals in Canada: Studies on outcomes measurement","year":2021,"lang":"en","type":"dissertation","venue":"Pure Amsterdam UMC","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outcome (game theory); Scrutiny; Health care; Healthcare system; Performance measurement; Health policy; Outcomes research; Corporate governance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002300303,0.0001235956,0.0003767376,0.00003694141,0.0007910703,0.00006350827,0.000144541,0.00006561152,0.000009193279],"category_scores_gemma":[0.001029254,0.00009339401,0.00003106151,0.0002712223,0.00004956561,0.0000628699,0.00001038029,0.0001979748,0.000001936135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061265,"about_ca_system_score_gemma":0.004944779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5914961,"about_ca_topic_score_gemma":0.9813172,"domain_scores_codex":[0.99777,0.0006025127,0.0004381526,0.0001698954,0.0008044969,0.0002149231],"domain_scores_gemma":[0.9983559,0.0005680537,0.0005528168,0.000138581,0.0003328205,0.00005187305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000118681,0.0001759576,0.5437396,0.002566517,0.0007887569,0.000005398598,0.3062052,0.00005333042,0.00000314284,0.02378454,0.04698593,0.07557289],"study_design_scores_gemma":[0.0001336609,0.00004278834,0.3424802,0.0004637683,0.00002698063,1.339912e-7,0.6070601,0.000002051758,0.00001004792,0.00004170375,0.04958123,0.0001572661],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205405,0.04338515,5.328437e-8,0.02049801,0.006806149,0.0006213757,0.000005179622,0.000008189979,0.008135392],"genre_scores_gemma":[0.9874702,0.006084553,0.000002159128,0.0002272013,0.00008102287,0.00007681256,0.00001257742,0.000009223978,0.006036237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3898212,"threshold_uncertainty_score":0.8771826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103844085836663,"score_gpt":0.3710371868410673,"score_spread":0.3099987459827007,"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."}}