{"id":"W4283660222","doi":"10.12688/mep.19169.1","title":"The 12 Ds of geriatric medical-psychiatry: A new format for geriatric case presentation","year":2022,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; University of Toronto; Ontario Ministry of Health and Long-Term Care; Medical Psychiatry Alliance","keywords":"Presentation (obstetrics); Geriatrics; Geriatric psychiatry; Medicine; Case presentation; Medical education; Psychiatry; Psychology; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00102378,0.0001438895,0.0001995259,0.0001722222,0.001875863,0.0002391867,0.0004204258,0.00004710129,0.006287672],"category_scores_gemma":[0.0001053718,0.0001071193,0.0001547117,0.0001794346,0.00008628437,0.0003644415,0.0001221868,0.0002290478,0.000009069185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005339394,"about_ca_system_score_gemma":0.0006845176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841699,"about_ca_topic_score_gemma":0.006352304,"domain_scores_codex":[0.9979882,0.0001268897,0.0006070769,0.0002081202,0.0006508611,0.0004188544],"domain_scores_gemma":[0.9987824,0.0002744402,0.0003339553,0.0003013309,0.00008020129,0.0002276929],"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":[0.0002054138,0.0001248492,0.0003910591,0.0002023731,0.00003069055,0.000005734742,0.006686012,0.000002913458,2.559273e-7,0.1386656,0.8311432,0.02254184],"study_design_scores_gemma":[0.001447509,0.0003643282,0.0000864458,0.000007604612,0.00004422048,0.0001395359,0.01353207,0.0003128446,0.000001907154,0.0111698,0.9727489,0.000144868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4979492,0.02382691,0.0008982807,0.09752995,0.1063394,0.008938188,0.001807193,0.0005716219,0.2621393],"genre_scores_gemma":[0.9256812,0.0002681669,0.0007981397,0.005580852,0.01119716,0.001316843,0.0005502903,0.0001066384,0.05450074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.427732,"threshold_uncertainty_score":0.9994236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065452095090112,"score_gpt":0.28165502522571,"score_spread":0.2510005042748089,"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."}}