{"id":"W1968279467","doi":"10.1186/1747-5341-3-12","title":"Foucault's \"fearless speech\" and the transformation and mentoring of medical students","year":2008,"lang":"en","type":"article","venue":"Philosophy Ethics and Humanities in Medicine","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Excellence; Criticism; Intellectual freedom; Indictment; Sociology; Philosophy of medicine; Medical education; Duty; Public relations; Psychology; Pedagogy; Law; Medicine; Political science; Censorship; Alternative medicine","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":[0.005524999,0.0001478204,0.0005047474,0.0001647647,0.0003248193,0.00001619369,0.0001505808,0.0002876467,0.00003866751],"category_scores_gemma":[0.000991163,0.00009341688,0.00002397609,0.00009933464,0.002586072,0.00008443111,0.0001057606,0.001914836,2.540697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002259829,"about_ca_system_score_gemma":0.0001042601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411896,"about_ca_topic_score_gemma":0.0001739016,"domain_scores_codex":[0.9972363,0.0002127918,0.0005379739,0.0001912197,0.001641855,0.0001798296],"domain_scores_gemma":[0.9982285,0.001206528,0.0001000619,0.0001543268,0.0001667024,0.0001438666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002895745,0.00007768736,0.01638609,0.002753395,0.00006193262,0.0001070244,0.3394227,2.092755e-7,0.000005146819,0.6382115,0.00005792617,0.002626773],"study_design_scores_gemma":[0.06916987,0.004203672,0.1056962,0.01428892,0.0009647595,0.002389,0.08764321,0.001973681,0.0001246097,0.6670244,0.04534099,0.001180734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7875034,0.02192139,0.00004747212,0.1684652,0.0003290668,0.0006766138,0.00000593628,0.00002260815,0.02102831],"genre_scores_gemma":[0.9220404,0.07355978,0.00005072094,0.003550683,0.000677964,0.00001301798,0.000006642511,0.00001198477,0.00008882231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517795,"threshold_uncertainty_score":0.9528489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684713745988478,"score_gpt":0.4194320080901393,"score_spread":0.2509606334912915,"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."}}