{"id":"W4412361954","doi":"10.1111/tct.70147","title":"Lasting Impact of Patient‐Led Medical Education","year":2025,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Empathy; Medicine; Health professionals; Health care; Family medicine; Psychology; Medical education; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005909638,0.0002244296,0.0002440731,0.0005184984,0.001493747,0.001795208,0.0008780361,0.0008129362,0.008844521],"category_scores_gemma":[0.01978689,0.0001375661,0.0004046641,0.0003129009,0.0009544097,0.0009397629,0.005694176,0.001429248,0.0003646403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697378,"about_ca_system_score_gemma":0.002583074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036657,"about_ca_topic_score_gemma":0.003502864,"domain_scores_codex":[0.9937751,0.003824813,0.0001816862,0.0002342664,0.001143097,0.0008409478],"domain_scores_gemma":[0.9815844,0.00639767,0.001905405,0.000900894,0.001302524,0.007909192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000953046,0.01230603,0.2346352,0.0009018019,0.0002150345,0.001076438,0.03169438,0.0004655782,0.00250401,0.001323712,0.005540811,0.708384],"study_design_scores_gemma":[0.0002235464,0.01393541,0.8997806,0.000984777,0.0001986671,0.001797213,0.04259012,0.0004762163,0.002602565,0.000931188,0.03640995,0.00006964086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838361,0.0007552232,0.0003111353,0.00288308,0.0001137271,0.0001063768,0.00006622103,0.00003599091,0.01189194],"genre_scores_gemma":[0.9984775,0.0001555545,0.0003286748,0.0002868683,0.00002634643,0.00002549041,0.00001914506,0.00000341422,0.0006770183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008844521,"threshold_uncertainty_score":0.03125352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185380581125978,"score_gpt":0.5025156966732774,"score_spread":0.4606618908620177,"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."}}