{"id":"W2433241392","doi":"10.1097/acm.0000000000000727","title":"In Reply to Weissman","year":2015,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mentorship; Mandate; Identity (music); Perspective (graphical); Psychology; Affect (linguistics); Space (punctuation); Medical education; Professional responsibility; Medicine; Political science; Computer science; Law","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":[0.004493953,0.001448855,0.001712884,0.001161997,0.002970513,0.00472333,0.002540937,0.01813119,0.00978517],"category_scores_gemma":[0.05438545,0.0009413052,0.001180772,0.0008238095,0.003368703,0.007233733,0.002767472,0.04140469,0.007639082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002936811,"about_ca_system_score_gemma":0.005238171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003802214,"about_ca_topic_score_gemma":0.004711911,"domain_scores_codex":[0.9968138,0.0009437088,0.0003393411,0.0005687575,0.001004346,0.0003299758],"domain_scores_gemma":[0.9806185,0.007263996,0.001513761,0.0006435586,0.006673338,0.003286863],"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":[0.00001074226,0.000006016754,0.0001219246,0.00003791961,0.000004729754,0.0001459177,0.00008492485,0.00001280407,0.00002475724,0.0004160501,0.9964998,0.002634459],"study_design_scores_gemma":[0.00001624095,0.00002800186,0.0004249725,0.0003025853,0.00001206002,0.001287668,0.000833545,0.00007569079,0.0001456133,0.001293564,0.9955225,0.00005753142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001892488,0.003921234,0.0001281104,0.9133123,0.08140105,0.00001226188,0.00004377433,0.00005819971,0.0009337966],"genre_scores_gemma":[0.001890364,0.002435841,0.0002074887,0.9574965,0.03122113,0.00005273117,0.00002499056,0.00005506631,0.006615937],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01813119,"threshold_uncertainty_score":0.03273469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05850215841123309,"score_gpt":0.4033642727676506,"score_spread":0.3448621143564175,"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."}}