{"id":"W2778869441","doi":"10.4088/jcp.tk16043tx1c","title":"Impact of Cognitive Impairment on Functioning in Patients With Depression","year":2017,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Depression (economics); Psychiatry; Pharmacotherapy; Antidepressant; Cognitive impairment; Primary care; Cognition; Psychology; Medicine; Psychotherapist; Family medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008694585,0.0003082525,0.000469251,0.0007274027,0.0007202682,0.001096394,0.0003367153,0.0004233386,0.002468649],"category_scores_gemma":[0.009819798,0.0001236315,0.0006597177,0.0006270876,0.0003877749,0.0005086937,0.0007485956,0.000972159,0.0002720869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007987128,"about_ca_system_score_gemma":0.0004866765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008774744,"about_ca_topic_score_gemma":0.01174203,"domain_scores_codex":[0.9993125,0.0002198658,0.00008622271,0.00004361827,0.0001983085,0.000139369],"domain_scores_gemma":[0.9970806,0.0007237158,0.0009466344,0.00008422885,0.0004156511,0.0007491288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003449229,0.0002527937,0.9819473,0.00004634251,0.0002049782,0.0003788051,0.0002112485,0.00008889183,0.00005884464,0.00003611796,0.0009686513,0.01546108],"study_design_scores_gemma":[0.00001332481,0.0001615096,0.9987519,0.00002701748,0.00005376113,0.0003234983,0.0002510907,0.0001030686,0.00001981053,0.00006446003,0.0002241305,0.000006465615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990626,0.001967532,0.00002594321,0.001045785,0.00007414069,0.00001538392,0.0002833362,0.000008735769,0.005953084],"genre_scores_gemma":[0.9992257,0.0002792143,0.00002500087,0.0001575902,0.00003028971,0.000003880423,0.0001148298,0.000001318011,0.0001621376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008774744,"threshold_uncertainty_score":0.01744735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0546729685542675,"score_gpt":0.4422975581348448,"score_spread":0.3876245895805773,"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."}}