{"id":"W4412432853","doi":"10.1016/j.jagp.2025.04.088","title":"86. UNDERSTANDING TRAINEES’ PERSPECTIVES: KNOWLEDGE, ATTITUDES, AND PRACTICES IN GERIATRIC PSYCHIATRY","year":2025,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geriatric psychiatry; Psychology; Medicine; Psychiatry; Medical education","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":[0.006312309,0.0001093439,0.0002016776,0.0005633775,0.002122249,0.001462206,0.0003009674,0.001199206,0.004288817],"category_scores_gemma":[0.02439636,0.0002106192,0.0004998237,0.0004560187,0.0009111276,0.001825501,0.001453727,0.001928397,0.00054217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529191,"about_ca_system_score_gemma":0.004377045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428522,"about_ca_topic_score_gemma":0.03478031,"domain_scores_codex":[0.9976445,0.001029614,0.0001522189,0.0001080874,0.0005766578,0.0004888439],"domain_scores_gemma":[0.9819036,0.007082702,0.002606722,0.0003716434,0.003039823,0.004995568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001374414,0.0007970345,0.7873299,0.0003036841,0.0001253275,0.0006503773,0.0851825,0.0001457195,0.001083171,0.001075091,0.01998218,0.1031877],"study_design_scores_gemma":[0.0000490173,0.0002630302,0.8976397,0.0005253511,0.00007340489,0.0003800366,0.08596496,0.0002037093,0.0002974915,0.00057466,0.01399315,0.0000355332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513829,0.000908704,0.0002628914,0.02666033,0.0002658395,0.00006449538,0.0001508109,0.000009341257,0.02029472],"genre_scores_gemma":[0.9909697,0.001048826,0.0003546049,0.005415662,0.0001021504,0.0000543309,0.00007830711,0.000005878911,0.001970477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428522,"threshold_uncertainty_score":0.03338307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502003392644863,"score_gpt":0.409153768346555,"score_spread":0.3741337344201063,"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."}}