{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688894,0.0001761944,0.0003334665,0.00004045025,0.0007719976,0.00001738248,0.0001990847,0.0001122648,0.000125966],"category_scores_gemma":[0.0002203805,0.00008898064,0.00002234054,0.0001699822,0.0001143817,0.00006176207,0.0002336762,0.0007280378,0.00002946473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008543733,"about_ca_system_score_gemma":0.0003448336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000792931,"about_ca_topic_score_gemma":0.0009158733,"domain_scores_codex":[0.9974965,0.0007722265,0.0006057578,0.0003669827,0.0002741698,0.0004843478],"domain_scores_gemma":[0.997498,0.00162658,0.0002071811,0.0002937476,0.0001003185,0.0002742094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004937595,0.0003250467,0.943499,0.0002085526,0.00003039182,0.000001372298,0.04329836,5.123242e-7,0.000009936222,0.00007050702,0.001444669,0.01061794],"study_design_scores_gemma":[0.00144707,0.0005611354,0.8714219,0.006079094,0.00002771946,7.222875e-7,0.05472817,0.00006426348,0.00003418516,0.00002155793,0.06539887,0.0002152487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921061,0.00008621754,0.000411412,0.004089005,0.0004139568,0.001680576,0.000004644908,0.00006147535,0.001146599],"genre_scores_gemma":[0.9337558,0.00002477309,0.002962614,0.00570864,0.0001383095,0.0004448961,0.00002348919,0.00001614748,0.05692529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.072077,"threshold_uncertainty_score":0.5937659,"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."}}