{"id":"W295357353","doi":"10.1177/070674371005501004","title":"Clinical Factors That Predict Cognitive Function in Patients with Major Depression","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Joseph’s Healthcare Hamilton; Research Institute for Aging; McMaster University; University of Waterloo","funders":"Research Institute for Aging, University of Waterloo; Canadian Institutes of Health Research","keywords":"Depression (economics); Cognition; Psychology; Clinical psychology; Medicine; 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":[0.0003257428,0.0002967264,0.0002994798,0.000502016,0.0002931514,0.0003892905,0.0001665428,0.0003399602,0.0008608482],"category_scores_gemma":[0.002473084,0.0001356779,0.0001925122,0.00040091,0.0002305026,0.0001864301,0.0001750113,0.0003583172,0.0001543428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288914,"about_ca_system_score_gemma":0.0002533411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006929484,"about_ca_topic_score_gemma":0.009663529,"domain_scores_codex":[0.9998335,0.00004275497,0.00002628693,0.00002230866,0.00004335618,0.00003175181],"domain_scores_gemma":[0.9993427,0.0001812978,0.0002484678,0.00002446216,0.00007038539,0.0001325829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425611,0.00004506975,0.9978586,0.000007318217,0.00004029571,0.00006868051,0.00004184301,0.00004220583,0.000216224,0.000007942183,0.00007094206,0.001358278],"study_design_scores_gemma":[0.00001258502,0.00009595849,0.9995078,0.000002508557,0.00001197877,0.0001533698,0.00003926031,0.000106998,0.00002583481,0.000009663757,0.00003266212,0.000001357035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993636,0.0002088025,0.00002925117,0.00004171572,0.000004347955,0.000006511505,0.00008251784,0.000001976985,0.0002614067],"genre_scores_gemma":[0.9997498,0.00005054554,0.00003121648,0.00001381649,0.000005000531,0.000002511848,0.0001084501,3.837027e-7,0.00003823128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006929484,"threshold_uncertainty_score":0.01377833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551233132041022,"score_gpt":0.2686677198217677,"score_spread":0.2531553885013574,"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."}}