{"id":"W4417427757","doi":"10.1111/tct.70258","title":"ASM 2025 in Focus: AI, Assessment and Agency in Health Professions Education","year":2025,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Agency (philosophy); Creativity; Scholarship; Health professions","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004302411,0.00007929977,0.0002453749,0.0001708512,0.00006835388,0.000008241317,0.00009817006,0.0001373401,0.0001652567],"category_scores_gemma":[0.002197951,0.00005348771,0.00003131434,0.0006907913,0.0001288623,0.0000424972,0.00005952664,0.001176256,0.00001201754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631721,"about_ca_system_score_gemma":0.002255461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002099673,"about_ca_topic_score_gemma":0.00006116003,"domain_scores_codex":[0.9981496,0.0004824396,0.0008290676,0.000221316,0.0001472229,0.0001703006],"domain_scores_gemma":[0.9991989,0.0002270735,0.0001068856,0.0003529759,0.00006689385,0.00004731419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002481113,0.001686968,0.4844702,0.00007972714,0.00001207691,5.46017e-7,0.0009806654,4.619786e-7,0.000005115263,0.01168294,0.05884476,0.4422117],"study_design_scores_gemma":[0.0007996254,0.00007668172,0.9572154,0.000726253,0.00001342957,0.000001011095,0.001159778,0.0005895607,0.000001339904,0.022834,0.01653507,0.00004781403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6301666,0.0004403435,0.000539883,0.3568609,0.0009030313,0.0008679617,2.824767e-7,0.00002316786,0.0101978],"genre_scores_gemma":[0.968819,0.0002185784,0.002689754,0.01438403,0.0002018011,0.0001660542,0.00001496053,0.000008085041,0.01349771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4727452,"threshold_uncertainty_score":0.5110314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09568998961288484,"score_gpt":0.5711128426907595,"score_spread":0.4754228530778746,"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."}}