{"id":"W2602000433","doi":"10.13162/hro-ors.v5i1.2970","title":"Understanding and Implementing Best Practices in Accountability","year":2017,"lang":"fr","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Best practice; Business; Political science; Process management; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2484678,0.001290855,0.001232795,0.00946864,0.02017491,0.04251527,0.007602634,0.009188392,0.00200545],"category_scores_gemma":[0.237395,0.001145923,0.00133516,0.008677684,0.0568595,0.02320048,0.01363621,0.01394094,0.0007051294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1071629,"about_ca_system_score_gemma":0.302045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5099325,"about_ca_topic_score_gemma":0.4991939,"domain_scores_codex":[0.7316341,0.149892,0.01485935,0.01110958,0.07449079,0.01801416],"domain_scores_gemma":[0.6571449,0.1774742,0.02725843,0.02780705,0.09019056,0.02012484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004231608,0.000253912,0.02233318,0.001995865,0.0001613724,0.0007578466,0.2518848,0.00608006,0.001025556,0.3580588,0.05787595,0.2995303],"study_design_scores_gemma":[0.00005085642,0.0001306489,0.01635697,0.01336738,0.0001037475,0.0003395248,0.1661055,0.003896246,0.00199124,0.4106016,0.3867691,0.0002872696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03606648,0.01827398,0.1271044,0.6819774,0.001655425,0.0008661273,0.0001899515,0.0009141529,0.1329522],"genre_scores_gemma":[0.7317958,0.01669026,0.2172178,0.02512741,0.0005065982,0.0007065111,0.0002387225,0.0003237189,0.007393299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5099325,"threshold_uncertainty_score":0.9859073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6413431127962143,"score_gpt":0.5485321834663817,"score_spread":0.09281092932983259,"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."}}