{"id":"W4206408776","doi":"10.1002/alz.053889","title":"How common is concurrent neurological and mood/anxiety disorder comorbidity over time? A population‐based cohort study in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; University of Calgary; University of Manitoba; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre; University of Waterloo","funders":"","keywords":"Anxiety; Mood; Mood disorders; Comorbidity; Psychiatry; Dementia; Medicine; Hazard ratio; Anxiety disorder; Population; Cohort; Bipolar disorder; Stroke (engine); Generalized anxiety disorder; Disease; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001059705,0.000461061,0.0006550308,0.001430259,0.003651276,0.001846998,0.001951325,0.0007124695,0.002326858],"category_scores_gemma":[0.002732357,0.000598314,0.001179258,0.005571716,0.0008834696,0.0006093149,0.001067378,0.0009181402,0.0002279046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03587209,"about_ca_system_score_gemma":0.04636484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967716,"about_ca_topic_score_gemma":0.9980143,"domain_scores_codex":[0.9984524,0.0001073446,0.0001441687,0.0003676267,0.000466859,0.0004615801],"domain_scores_gemma":[0.9967299,0.0001269087,0.0008129219,0.0001640232,0.001448704,0.0007176131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000361584,0.00001434526,0.9968548,0.00004203233,0.00009296741,0.00005852175,0.0004719375,0.00005169596,0.00005815605,0.00007164828,0.00130947,0.0009383647],"study_design_scores_gemma":[0.00001015364,0.00001279285,0.9977729,0.00006290635,0.00006460223,0.00004794763,0.0008126643,0.0002302839,0.00001907483,0.00003067928,0.0009237072,0.00001228501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690843,0.003224031,0.0003471221,0.0013601,0.00006845893,0.0001579408,0.02193498,0.00002488218,0.003798057],"genre_scores_gemma":[0.9945585,0.0008864637,0.0001920075,0.0002105647,0.00001336635,0.00004639837,0.00305294,0.000006193101,0.001033574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03587209,"threshold_uncertainty_score":0.2602714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363105830478286,"score_gpt":0.2890032015488885,"score_spread":0.2653721432441056,"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."}}