{"id":"W3117748639","doi":"10.1016/j.jad.2020.12.083","title":"Effects of depression and excess body weight on cognition and functioning in young adults: A population-based study","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Montreal Cognitive Assessment; Comorbidity; Depression (economics); Cognition; Psychology; Cognitive skill; Population; Clinical psychology; Psychiatry; Medicine; Cognitive impairment","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":[0.0007860958,0.000540347,0.0008421628,0.001284178,0.001405387,0.00135807,0.0004428877,0.001231667,0.001215243],"category_scores_gemma":[0.001982768,0.0008978503,0.001193292,0.001555299,0.0007139525,0.0009219869,0.0007198643,0.001399156,0.0003440282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005811775,"about_ca_system_score_gemma":0.0005389701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236592,"about_ca_topic_score_gemma":0.04059758,"domain_scores_codex":[0.9993709,0.0002014265,0.00008201382,0.0001235888,0.0001139094,0.000108219],"domain_scores_gemma":[0.9988385,0.0002184582,0.000312827,0.00008052656,0.0001492381,0.0004006059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778891,0.0005086634,0.9979942,0.000007828568,0.0001286269,0.000116505,0.000330776,0.00000891135,0.0001597656,0.000007500976,0.00003532971,0.0005241376],"study_design_scores_gemma":[0.00001426449,0.0002861521,0.9988995,0.000002324391,0.00004477462,0.0001087179,0.0005633859,0.00002508502,0.0000133651,0.000006160578,0.0000326489,0.000003691582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995365,0.0001067854,0.0000217803,0.00001811082,0.000006051469,0.00001325092,0.00008068734,0.000001166978,0.000215701],"genre_scores_gemma":[0.9993995,0.0001067984,0.0000434981,0.0000500462,0.00001013887,0.00001550295,0.0001470748,0.000001099209,0.0002262504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0236592,"threshold_uncertainty_score":0.04704297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006278542061224733,"score_gpt":0.2775064325049811,"score_spread":0.2712278904437564,"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."}}