{"id":"W2971005084","doi":"10.1007/s11357-019-00093-z","title":"The association of anxio-depressive disorders and depression with motoric cognitive risk syndrome: results from the baseline assessment of the Canadian longitudinal study on aging","year":2019,"lang":"en","type":"article","venue":"GeroScience","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; McGill University; University Health Network","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Depression (economics); Association (psychology); Medicine; Depressive symptoms; Cognition; Longitudinal study; Major depressive disorder; Psychology; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002596566,0.0007534282,0.0009393405,0.001667707,0.002185146,0.001639534,0.002095507,0.001604872,0.001322425],"category_scores_gemma":[0.00496386,0.000721315,0.002152875,0.003683355,0.0005430746,0.0009886373,0.001713762,0.002142899,0.0002309603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007955365,"about_ca_system_score_gemma":0.01200061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9320478,"about_ca_topic_score_gemma":0.9498603,"domain_scores_codex":[0.9979482,0.00028348,0.000191004,0.0003122786,0.0006695272,0.0005954512],"domain_scores_gemma":[0.9964992,0.0001712262,0.0006968879,0.0002417666,0.001663027,0.0007280507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167928,0.00005660943,0.9980308,0.00001252933,0.0001823728,0.00001994025,0.000134496,0.00004514205,0.00004275387,0.00003632365,0.0004547666,0.0008674726],"study_design_scores_gemma":[0.000005037652,0.00001329719,0.9995735,0.00000507645,0.0000379171,0.00000924043,0.0001359988,0.00005596441,0.00001053922,0.000009022735,0.0001396574,0.000004760813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838353,0.001260978,0.0001539842,0.0005472336,0.00004444959,0.000093645,0.01239755,0.00001771593,0.001649091],"genre_scores_gemma":[0.989687,0.0007420089,0.0002783293,0.0001759955,0.00002924761,0.00006704665,0.007921407,0.000008767893,0.001090154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06795222,"threshold_uncertainty_score":0.1367047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176584385628362,"score_gpt":0.3309228909648261,"score_spread":0.3091570471085425,"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."}}