{"id":"W4414934296","doi":"10.1111/tct.70228","title":"How to Co‐Create Online Continuing Professional Development With People With Lived and Living Experience","year":2025,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scope (computer science); Population; Discussion board; Professional development; Health care; Health professionals; Continuing professional development; Asynchronous communication; Online discussion","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":[0.01763173,0.0006687486,0.0003572037,0.001882677,0.005904866,0.006955313,0.003343984,0.003525458,0.03677232],"category_scores_gemma":[0.05849509,0.0007256479,0.0008977776,0.0009070172,0.00212033,0.00968115,0.01173202,0.00378462,0.0233718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351429,"about_ca_system_score_gemma":0.01116996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475725,"about_ca_topic_score_gemma":0.007094974,"domain_scores_codex":[0.9803336,0.01161732,0.0007315024,0.00161194,0.004202797,0.001502893],"domain_scores_gemma":[0.9546812,0.01155187,0.002834152,0.005215567,0.006995785,0.01872137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007888255,0.002108014,0.005389041,0.0007148673,0.0000262215,0.0008759903,0.02884409,0.0005726811,0.003060974,0.01144365,0.2290741,0.7178115],"study_design_scores_gemma":[0.0001291372,0.0004315093,0.003950381,0.001083064,0.00003114274,0.001751953,0.02707474,0.002438345,0.003016395,0.01668879,0.9432742,0.0001304185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08080653,0.003489981,0.5429434,0.09240174,0.00685799,0.01287196,0.0004516878,0.007500268,0.2526765],"genre_scores_gemma":[0.1690751,0.002187401,0.7443098,0.00771666,0.001060828,0.005747437,0.0006313309,0.0008295789,0.06844176],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03677232,"threshold_uncertainty_score":0.1230156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2668593098473449,"score_gpt":0.506895327823987,"score_spread":0.2400360179766421,"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."}}