{"id":"W2512400515","doi":"10.1097/acm.0000000000001315","title":"In Reply to Shemtob","year":2016,"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","funders":"","keywords":"Reflective practice; Context (archaeology); Reflection (computer programming); Flexibility (engineering); Reflective writing; Psychology; Point (geometry); Clinical Practice; Pedagogy; Medical education; Engineering ethics; Medicine; Computer science; Nursing; Management","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":[0.005824854,0.001103462,0.001742154,0.00120319,0.004487326,0.004225371,0.003642573,0.02919339,0.01560059],"category_scores_gemma":[0.0851656,0.001005618,0.001048776,0.001106888,0.004145053,0.007354225,0.004062023,0.05401566,0.01012234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003768191,"about_ca_system_score_gemma":0.005894613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00449303,"about_ca_topic_score_gemma":0.005395296,"domain_scores_codex":[0.9946164,0.001581333,0.0005301218,0.0008936722,0.001868205,0.0005102982],"domain_scores_gemma":[0.9722357,0.0132281,0.001686831,0.0006770967,0.008280477,0.003891923],"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":[0.00001371922,0.000006224508,0.0001313178,0.00004809214,0.000005176219,0.0004281793,0.0002036983,0.00001301844,0.00003715504,0.000606463,0.9955227,0.002984264],"study_design_scores_gemma":[0.00002397755,0.00002980513,0.0005282416,0.000465687,0.0000152591,0.002992138,0.001514851,0.0001415801,0.0002243734,0.002451133,0.9915292,0.00008370391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001607511,0.002439001,0.000128568,0.9389613,0.0574647,0.0000100234,0.00002680867,0.0000483121,0.0007604889],"genre_scores_gemma":[0.002036264,0.001292009,0.0001648038,0.969179,0.02248568,0.00005163022,0.0000148234,0.00005379559,0.004721849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02919339,"threshold_uncertainty_score":0.05218917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351746399074897,"score_gpt":0.3828218412271373,"score_spread":0.3493043772363884,"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."}}