{"id":"W4225584296","doi":"","title":"The magnitude of neurocognitive impairment is overestimated in depression: the role of motivation, debilitating momentary influences, and the overreliance on mean differences","year":2023,"lang":"en","type":"article","venue":"PUB – Publications at Bielefeld University (Bielefeld University)","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Neurocognitive; Psychology; Depression (economics); Clinical psychology; Mediation; Audiology; Cognition; Psychiatry; Medicine","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":[0.004668828,0.0001864864,0.0004697284,0.0004915695,0.0002794253,0.0009540579,0.0003587864,0.0006308865,0.00141279],"category_scores_gemma":[0.03624428,0.0002678697,0.0002698396,0.0004305039,0.0007414165,0.0007448945,0.0006651715,0.001138851,0.0001680777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284967,"about_ca_system_score_gemma":0.000257101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118801,"about_ca_topic_score_gemma":0.001519634,"domain_scores_codex":[0.9980912,0.0009158923,0.0001479478,0.0002366634,0.000497916,0.0001104073],"domain_scores_gemma":[0.9789984,0.0119261,0.004513022,0.002568005,0.001249698,0.0007448979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002253641,0.0003977526,0.9233472,0.00008587494,0.000405579,0.0002537054,0.001201283,0.0004303849,0.003455747,0.000937479,0.0008694901,0.06636198],"study_design_scores_gemma":[0.00002169312,0.0001279881,0.9976553,0.00001825876,0.00003954344,0.0001384343,0.0001680349,0.0003516297,0.0003234771,0.001017929,0.0001257317,0.00001199496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945589,0.0007068863,0.0006301073,0.001063906,0.00004113065,0.00001222883,0.00007547365,0.00001425704,0.002897109],"genre_scores_gemma":[0.9992493,0.0001190049,0.0002789672,0.0001889602,0.00002729108,0.000005023732,0.00002531388,0.000005593848,0.0001006046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004668828,"threshold_uncertainty_score":0.02469146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06037471569584964,"score_gpt":0.2751280141466942,"score_spread":0.2147532984508446,"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."}}