{"id":"W4391495893","doi":"10.1017/s1041610223001060","title":"FC8: Revising Competencies in Geriatrics for Canadian Medical Students: Adding a Mental Health Perspective","year":2023,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Curriculum; Medicine; Mental health; Likert scale; Family medicine; Geriatric Depression Scale; Population; Medical education; Gerontology; Nursing; Psychology; Psychiatry; Cognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002531402,0.0001670419,0.000267598,0.001202484,0.0002373614,0.0001057526,0.0009635696,0.0001966326,0.001140452],"category_scores_gemma":[0.0007042951,0.0001781129,0.0001088115,0.0009306216,0.00007569416,0.00009187623,0.0001070169,0.0004039765,0.0003729617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065004,"about_ca_system_score_gemma":0.0006765751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03304087,"about_ca_topic_score_gemma":0.046005,"domain_scores_codex":[0.9970362,0.0001649477,0.0004749929,0.0005526031,0.001012248,0.0007590449],"domain_scores_gemma":[0.9986427,0.0003464446,0.0001231661,0.000216076,0.0002520905,0.0004195337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000462262,0.0004522385,0.1213796,0.00004635193,0.000441718,0.0002392298,0.02240867,0.00001803448,0.000008048394,0.1502427,0.6845074,0.01979372],"study_design_scores_gemma":[0.008895676,0.0005563323,0.193514,0.000259411,0.00002163811,0.0002293938,0.04958187,0.00241848,0.000001523629,0.005293288,0.7383062,0.0009220876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4737815,0.007093409,0.003751691,0.3607382,0.04465774,0.004395723,0.002124133,0.0007942033,0.1026634],"genre_scores_gemma":[0.9793837,0.0006004785,0.001850283,0.005959317,0.002315128,0.0003578864,0.0004856506,0.00009579777,0.008951774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056022,"threshold_uncertainty_score":0.9997727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740199872289824,"score_gpt":0.4588504701845959,"score_spread":0.4114484714616977,"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."}}