{"id":"W2599485173","doi":"10.1097/acm.0000000000001604","title":"In Reply to Reardon et al","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Wilson Centre; Toronto East General Hospital","funders":"","keywords":"Public relations; CLARITY; Operationalization; Curriculum; Formative assessment; Health care; Sociology; Medical education; Psychology; Pedagogy; Political science; 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":[0.01346584,0.002234955,0.002525284,0.001830794,0.00521918,0.00726078,0.006393426,0.04903631,0.0134119],"category_scores_gemma":[0.1059656,0.001794436,0.002048381,0.001503445,0.00575383,0.01006184,0.004634592,0.07114293,0.01376873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006416291,"about_ca_system_score_gemma":0.009505563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006211936,"about_ca_topic_score_gemma":0.006375745,"domain_scores_codex":[0.9870114,0.003787473,0.00165521,0.001744276,0.004545635,0.001255967],"domain_scores_gemma":[0.9529528,0.02363392,0.003302654,0.001301346,0.01481329,0.003996056],"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":[0.00001606448,0.000007943338,0.0001064866,0.00005937816,0.000006954291,0.0002448841,0.0001553799,0.00001382153,0.00003821448,0.0002798094,0.9972386,0.001832343],"study_design_scores_gemma":[0.00003726917,0.00003532028,0.0005219062,0.0004263618,0.0000242803,0.001533385,0.001093916,0.0001911572,0.0002532308,0.001409969,0.9943814,0.00009195312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001558382,0.001529231,0.0001629385,0.8743132,0.1230449,0.00002613209,0.0000690056,0.00008930286,0.0006094222],"genre_scores_gemma":[0.001401323,0.0007937718,0.0002383598,0.9457078,0.04802405,0.00008391083,0.00003039985,0.00005382342,0.003666562],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04903631,"threshold_uncertainty_score":0.07121497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121724841961854,"score_gpt":0.4305003214626162,"score_spread":0.3792830730429976,"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."}}