{"id":"W1574665850","doi":"10.1111/tct.12402","title":"Learning from peers and patients","year":2015,"lang":"en","type":"editorial","venue":"The Clinical Teacher","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Diversity (politics); Psychology; Medical education; Reading (process); Discipline; Quality (philosophy); Public relations; Pedagogy; Medicine; Sociology; Political science","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":[0.009445667,0.0007539554,0.001139918,0.001256543,0.008139554,0.01519402,0.003205342,0.005378641,0.06533287],"category_scores_gemma":[0.05319136,0.0004482707,0.001029283,0.0008209188,0.008585766,0.01506841,0.02027175,0.009280456,0.03170083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344486,"about_ca_system_score_gemma":0.01000071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00242225,"about_ca_topic_score_gemma":0.004720275,"domain_scores_codex":[0.981296,0.009006195,0.00075278,0.001830934,0.005385911,0.001728255],"domain_scores_gemma":[0.9697046,0.004986525,0.001874956,0.002600049,0.005048163,0.01578566],"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":[0.00005688346,0.000336578,0.00391972,0.0007149896,0.00006491638,0.001608605,0.0625346,0.0001018079,0.0003478896,0.02116176,0.6992117,0.2099405],"study_design_scores_gemma":[0.00004070846,0.0002061871,0.001301531,0.001425853,0.00002152152,0.00265159,0.04736648,0.00005700344,0.0001789724,0.01670894,0.9299849,0.0000563172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.03450631,0.03100289,0.005590883,0.3457935,0.02597721,0.0004193038,0.0004265572,0.0007327343,0.5555507],"genre_scores_gemma":[0.3255361,0.02873175,0.008683477,0.2169336,0.01213141,0.0007031627,0.000854262,0.0008598752,0.4055664],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06533287,"threshold_uncertainty_score":0.2185602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3622091507190375,"score_gpt":0.6010629417166797,"score_spread":0.2388537909976423,"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."}}