{"id":"W2060210613","doi":"10.1097/00001888-200302000-00001","title":"The Medical Schoolʼs Faculty Is Its Most Important Asset","year":2003,"lang":"en","type":"editorial","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Multidisciplinary approach; Medical school; Institution; Asset (computer security); Patient care; Psychology; Medicine; Political science; Nursing; Pedagogy; Computer science","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00875984,0.000834602,0.001462317,0.0004116273,0.0005532778,0.00002731347,0.001362034,0.005593674,0.005384108],"category_scores_gemma":[0.1583078,0.0004935002,0.0001528827,0.001799135,0.001075082,0.0001307158,0.0001843299,0.01484107,0.0005160199],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007449435,"about_ca_system_score_gemma":0.005889338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007926318,"about_ca_topic_score_gemma":0.000006226624,"domain_scores_codex":[0.9858948,0.000236656,0.002969851,0.001111879,0.008637226,0.001149605],"domain_scores_gemma":[0.9924184,0.001831902,0.001284037,0.001432769,0.002167989,0.00086488],"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":[0.00007087419,0.00002799941,0.0001858577,0.0002716172,0.0002463979,0.0000921828,0.0005023215,2.755113e-8,0.00003352556,0.0006400386,0.9925377,0.005391471],"study_design_scores_gemma":[0.002698521,0.0003031869,0.0000712988,0.002569104,0.000588853,0.0002074426,0.0008933875,0.0001266626,0.00006498179,0.0005686244,0.9914839,0.0004240078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007122906,0.01224421,0.0001072882,0.1177183,0.8614665,0.001222764,0.0001268683,0.0001844386,0.006217346],"genre_scores_gemma":[0.0002037066,0.03014287,0.0001129186,0.0230972,0.8941383,0.0002618873,0.00549836,0.0001755771,0.04636923],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1495479,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798329655953182,"score_gpt":0.4146966358526528,"score_spread":0.386713339293121,"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."}}