{"id":"W2618318820","doi":"10.12927/hcq.2017.25143","title":"Improving Health System Efficiency: Perspectives of Decision-Makers","year":2017,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Remuneration; Accountability; General partnership; Corporate governance; Business; Health care; Population health; Healthcare system; Delivery system; Nursing; Public relations; Public health; Medicine; Political science; Economic growth; Finance; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07550928,0.001291877,0.001766357,0.00346461,0.01104921,0.02835203,0.003820601,0.01012417,0.005226285],"category_scores_gemma":[0.06831466,0.000679656,0.001249684,0.003976487,0.02910971,0.01315498,0.007765454,0.01481121,0.0004390085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03405505,"about_ca_system_score_gemma":0.04690386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0954062,"about_ca_topic_score_gemma":0.07255509,"domain_scores_codex":[0.9253944,0.04751892,0.001903624,0.002130984,0.00964862,0.01340337],"domain_scores_gemma":[0.9170348,0.05740982,0.003305365,0.001443849,0.01206252,0.008743657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001499511,0.0002654582,0.01189627,0.0008357738,0.0001783388,0.001315727,0.1598372,0.006041982,0.0008760931,0.7383156,0.04366443,0.03662308],"study_design_scores_gemma":[0.0001290968,0.0001431929,0.004212216,0.001644572,0.000140721,0.0003141267,0.3010502,0.005169327,0.001343496,0.4321979,0.2534069,0.000248324],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07369777,0.0130955,0.01595427,0.7855011,0.0009701533,0.0001841887,0.0002850954,0.00004245558,0.1102695],"genre_scores_gemma":[0.9544622,0.006261724,0.004529271,0.03032981,0.0005316286,0.00008663202,0.00007764281,0.00004376744,0.003677387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0954062,"threshold_uncertainty_score":0.399336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336386690178832,"score_gpt":0.3020150236711402,"score_spread":0.268376354653257,"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."}}