{"id":"W2290388456","doi":"10.1177/0840470415612919","title":"Physicians at the executive table","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Work (physics); Table (database); Psychology; Public relations; Round table; Medical education; Management; Medicine; Political science; Business; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007602695,0.0003473064,0.001046901,0.0002467118,0.0003209232,0.00002442226,0.0002984574,0.0002286344,0.000143762],"category_scores_gemma":[0.00007788715,0.0002253122,0.0002127014,0.001306537,0.0001272145,0.00004430765,0.000348069,0.0006476877,0.0007530283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664933,"about_ca_system_score_gemma":0.0004049833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007759194,"about_ca_topic_score_gemma":0.0000382554,"domain_scores_codex":[0.9973671,0.000138313,0.0006652907,0.0004791703,0.0007448831,0.0006052851],"domain_scores_gemma":[0.9981068,0.00003568638,0.0004236499,0.001061923,0.0002802224,0.00009166491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003456931,0.00004051993,0.000002873972,0.01304214,0.0001026821,0.0000101773,0.00005317549,5.009495e-8,9.658602e-10,0.004138437,0.4300377,0.5525688],"study_design_scores_gemma":[0.0001952043,0.0000867603,0.000004844587,0.009758416,0.0007756877,0.00003373888,0.001333094,0.00000591773,5.997167e-8,0.000211257,0.9874172,0.0001778193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.51853e-7,0.9273361,0.00006824217,0.0257497,0.001486861,0.003562595,0.00003319489,0.00009383618,0.0416688],"genre_scores_gemma":[0.000001868079,0.9147143,0.0003920384,0.008509128,0.0004509931,0.0009253583,0.001296019,0.0000727345,0.07363752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5573795,"threshold_uncertainty_score":0.9678906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063148026062641,"score_gpt":0.4161622170058011,"score_spread":0.3530141909431601,"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."}}