{"id":"W6999367224","doi":"","title":"Characteristics of Interim Deans at U.S. Medical Schools","year":2018,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Preparedness; Descriptive statistics; Quarter (Canadian coin); Data collection; Academic year; Medical school; Data source","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004027415,0.0001108886,0.0002488579,0.000347047,0.0001333117,0.000009546965,0.0001812841,0.0001261263,0.001674018],"category_scores_gemma":[0.0007376273,0.0001059564,0.00005656152,0.0005671852,0.000260015,0.000153303,0.0001144838,0.0003973623,0.0001451854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952763,"about_ca_system_score_gemma":0.0002773106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002967198,"about_ca_topic_score_gemma":0.00002231229,"domain_scores_codex":[0.9987774,0.00003333026,0.0003010767,0.0002116846,0.0004696776,0.0002067537],"domain_scores_gemma":[0.9987782,0.00002134492,0.0001630052,0.000297712,0.0005525113,0.0001872062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001185462,0.0007289706,0.9218155,0.0002650795,0.0003014639,0.0006983431,0.001712244,2.531612e-7,0.003715516,0.003727408,0.0157958,0.05005401],"study_design_scores_gemma":[0.0022687,0.0005883323,0.3222816,0.0003444953,0.0001536761,0.0001454082,0.0006042529,0.0003324536,0.003265937,0.000103039,0.669668,0.0002441007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981934,0.000008379639,0.001547844,0.001048479,0.0003915365,0.0001424589,0.00002081081,0.00004400305,0.01486246],"genre_scores_gemma":[0.9856055,0.0001313201,0.001346876,0.0004892017,0.0002039272,4.242621e-7,0.0001569196,0.00001480069,0.01205097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6538723,"threshold_uncertainty_score":0.9992386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354382623394895,"score_gpt":0.272425181424917,"score_spread":0.2588813551909681,"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."}}