{"id":"W4409721221","doi":"10.1097/acm.0000000000006074","title":"What Is Taught Versus What Is Learned: Health Advocacy in Specialist Graduate Medical Education","year":2025,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Curriculum; CLARITY; Medical education; Thematic analysis; Specialty; Qualitative research; Psychology; Medicine; Pedagogy; Sociology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02519636,0.0002724628,0.0003885,0.0009909492,0.01250937,0.005645363,0.001551441,0.003453476,0.002569714],"category_scores_gemma":[0.03085055,0.0004108491,0.0003115887,0.001090063,0.02442415,0.005712618,0.009976122,0.005706511,0.0002037106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425253,"about_ca_system_score_gemma":0.02342669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008861165,"about_ca_topic_score_gemma":0.01914013,"domain_scores_codex":[0.9700196,0.02412819,0.0005010502,0.0006402653,0.002245239,0.00246563],"domain_scores_gemma":[0.9606114,0.02842989,0.003160777,0.0006681503,0.001514482,0.005615275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001938803,0.00006826514,0.007245248,0.0003243748,0.000005126261,0.0007585399,0.9693685,0.00003224709,0.0002664,0.006684949,0.002477676,0.0127493],"study_design_scores_gemma":[0.000006556035,0.00006141081,0.003224004,0.0006590692,0.000005430574,0.0005825975,0.9599816,0.00007900772,0.0002258903,0.001522554,0.03363837,0.00001345183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784977,0.004716012,0.003179733,0.08856335,0.0005809879,0.0001760302,0.00004522989,0.00003125758,0.02420958],"genre_scores_gemma":[0.9884269,0.001136301,0.001290991,0.006921114,0.00008957589,0.00008112452,0.00001462684,0.00001269823,0.002026666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519636,"threshold_uncertainty_score":0.1332527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241979954179638,"score_gpt":0.513211546209323,"score_spread":0.3890135507913591,"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."}}