{"id":"W2331045288","doi":"10.1097/acm.0b013e318227744d","title":"On Physician Advocacy","year":2011,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Curriculum; Patient advocacy; Public relations; Political science; Psychology; Medical education; MEDLINE; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01491064,0.0009663624,0.001271671,0.002270336,0.007670126,0.01128775,0.003018267,0.03613126,0.01501514],"category_scores_gemma":[0.05589442,0.0005527143,0.0008359525,0.00165398,0.03714493,0.01760592,0.01054526,0.03698192,0.005941466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009654355,"about_ca_system_score_gemma":0.01301192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726581,"about_ca_topic_score_gemma":0.007173787,"domain_scores_codex":[0.9775212,0.008573504,0.001318306,0.002610174,0.007540914,0.002435905],"domain_scores_gemma":[0.9574017,0.02925738,0.001788156,0.001647906,0.006443033,0.003461759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001774358,0.00002908969,0.0001993128,0.000183934,0.000007204028,0.0001467303,0.001394547,0.00004392512,0.00003945722,0.2777156,0.690401,0.02982143],"study_design_scores_gemma":[0.000014763,0.00001520852,0.0001736737,0.0009637179,0.000003499234,0.0001427537,0.0007804299,0.00004177689,0.00003325777,0.07225449,0.9255616,0.00001489676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003152312,0.04015785,0.0004591485,0.8729431,0.0447892,0.00001591373,0.0000208797,0.00001749699,0.04128114],"genre_scores_gemma":[0.01308668,0.02416031,0.0003062339,0.9052104,0.04316905,0.0000660675,0.00002158958,0.00003618895,0.01394349],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03613126,"threshold_uncertainty_score":0.07885593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578082639677703,"score_gpt":0.3678718047287716,"score_spread":0.3120909783319945,"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."}}