{"id":"W4309663443","doi":"10.1177/07067437221133375","title":"Neurocognition and Depressive Symptoms have Unique Pathways to Predicting Different Domains of Functioning in Major Depressive Disorder","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; Centre for Addiction and Mental Health; Queen's University","funders":"Pfizer Canada; Pfizer","keywords":"Dysfunctional family; Neurocognitive; Psychology; Major depressive disorder; Clinical psychology; Cognition; Depressive symptoms; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001257892,0.0004470512,0.0004456326,0.0006581788,0.0005301233,0.001027204,0.0004626446,0.0004929751,0.002325876],"category_scores_gemma":[0.005456185,0.0003505464,0.0006563656,0.0005883256,0.0007074714,0.0003496719,0.0007859265,0.001059071,0.0001410205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270372,"about_ca_system_score_gemma":0.00231646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04501869,"about_ca_topic_score_gemma":0.1100822,"domain_scores_codex":[0.9993796,0.0002815839,0.00005377861,0.00006753188,0.0001024997,0.0001150362],"domain_scores_gemma":[0.9976441,0.0009363551,0.0006322031,0.00008286066,0.0002480796,0.00045638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119239,0.00005315126,0.9939382,0.00002494418,0.0001164899,0.00003670658,0.0001795031,0.0001020362,0.00009265917,0.00004137439,0.00009842234,0.005197161],"study_design_scores_gemma":[0.000009507116,0.00003527946,0.9993318,0.00001990539,0.00003933599,0.00004862811,0.0001193325,0.0002017487,0.00001789875,0.0001106196,0.00006269888,0.000003273624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977694,0.000915797,0.00009900366,0.0004411303,0.000008018887,0.00001954086,0.0001794978,0.000003359778,0.0005643528],"genre_scores_gemma":[0.9988112,0.0005277259,0.0002624822,0.00004881954,0.00000717981,0.00001664047,0.0002143832,0.000001377394,0.0001102226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04501869,"threshold_uncertainty_score":0.08951324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004124300224037,"score_gpt":0.2278895201224753,"score_spread":0.2178482771202349,"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."}}