{"id":"W3123985547","doi":"","title":"Interview with James W. Begun, PhD, James A. Hamilton Professor of Healthcare Management, School of Public Health, University of Minnesota","year":2012,"lang":"en","type":"article","venue":"Journal of Healthcare Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Commonwealth; Accreditation; Health care; Commission; Management; Administration (probate law); Political science; Health administration; Library science; Sociology; Medicine; Public administration; Medical education; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004388197,0.0006068401,0.0007016681,0.001244656,0.01134124,0.003363507,0.001453726,0.005823299,0.01320175],"category_scores_gemma":[0.0143488,0.0009731149,0.000405738,0.001636291,0.002320384,0.004339359,0.002235087,0.01252081,0.00350254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01684117,"about_ca_system_score_gemma":0.0202498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1516865,"about_ca_topic_score_gemma":0.3137003,"domain_scores_codex":[0.9975396,0.00102484,0.00008021832,0.0003089395,0.0005814439,0.000464824],"domain_scores_gemma":[0.9900933,0.002875509,0.0004627751,0.00008314068,0.001935859,0.00454933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009106473,0.00002488215,0.00106265,0.00005455844,0.000002056312,0.0002086638,0.004061162,0.00002138586,0.00004720055,0.001405844,0.9877131,0.005389352],"study_design_scores_gemma":[0.00002599973,0.0000402535,0.00570246,0.0004267981,0.00000514901,0.0006225583,0.02529956,0.00008719993,0.00004903158,0.000817968,0.9668719,0.00005093302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003524352,0.009779611,0.0001708225,0.970296,0.006543494,0.00008679563,0.0001650412,0.00003073973,0.009403084],"genre_scores_gemma":[0.03588368,0.01546577,0.0005503538,0.8678491,0.003909957,0.0005491705,0.0001473903,0.00005355199,0.07559097],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1516865,"threshold_uncertainty_score":0.3016071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1717091208382001,"score_gpt":0.4122923768181956,"score_spread":0.2405832559799955,"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."}}