{"id":"W2990841164","doi":"10.1016/j.jagp.2019.11.009","title":"Mood Disorders and Dementia: Time for Action","year":2019,"lang":"en","type":"letter","venue":"American Journal of Geriatric Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Dementia; Psychiatry; Bipolar disorder; Scopus; Population; Depression (economics); Medicine; Psychology; Mood; Disease; MEDLINE; Internal medicine; Political science","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":[0.004407606,0.001369116,0.002501222,0.001513012,0.009613346,0.01051772,0.002599491,0.1074783,0.02017477],"category_scores_gemma":[0.02401509,0.001149567,0.002059188,0.001201027,0.005917312,0.01216046,0.00603253,0.07808589,0.009754202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008318508,"about_ca_system_score_gemma":0.01418441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144912,"about_ca_topic_score_gemma":0.02714913,"domain_scores_codex":[0.9953673,0.001100054,0.0006385428,0.0005788612,0.001252461,0.001062868],"domain_scores_gemma":[0.9812035,0.006161354,0.001265184,0.0005450147,0.002778304,0.008046664],"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":[0.00004057556,0.00003732364,0.0003847329,0.00006362269,0.0000137025,0.00178688,0.0001697775,0.00002730515,0.00008198989,0.001696475,0.9894872,0.006210521],"study_design_scores_gemma":[0.0003623516,0.0001147675,0.002420437,0.001754561,0.00007842563,0.006062614,0.002952648,0.0004873798,0.00009410888,0.01729863,0.9682291,0.0001451175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001640372,0.001895579,0.0000371471,0.9765105,0.01954221,0.000005833142,0.0000121688,0.00001396144,0.001818488],"genre_scores_gemma":[0.00222733,0.001917546,0.0001834409,0.9096138,0.08004582,0.00002440271,0.00001921326,0.00001936229,0.005948996],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1074783,"threshold_uncertainty_score":0.06749135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006154668959021452,"score_gpt":0.2536786149594283,"score_spread":0.2475239460004068,"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."}}