{"id":"W2176295971","doi":"10.1093/schbul/sbv120","title":"Relationship of Cognition to Clinical Response in First-Episode Schizophrenia Spectrum Disorders","year":2015,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Janssen Pharmaceuticals; National Institute of Mental Health; St. Jude Medical; Genentech; National Institutes of Health; H. Lundbeck A/S; University of Cambridge; GlaxoSmithKline; FORUM Pharmaceuticals; Les Laboratories Pierre Fabre; Sunovion; Teva Pharmaceutical Industries; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; National Alliance for Research on Schizophrenia and Depression; Amgen","keywords":"Aripiprazole; Psychology; Neurocognitive; Cognition; Risperidone; Schizophrenia (object-oriented programming); Antipsychotic; Psychiatry; Cognitive remediation therapy; Psychosis; Clinical psychology; Verbal learning","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002923899,0.0003893578,0.0008010311,0.0008558162,0.0001100405,0.0000371168,0.0002771251,0.0002920609,0.0004457245],"category_scores_gemma":[0.006511535,0.0003580673,0.000301489,0.001090885,0.0002492492,0.00007591123,0.0001786298,0.0008039365,0.002096521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261123,"about_ca_system_score_gemma":0.0006354867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004110458,"about_ca_topic_score_gemma":0.003234911,"domain_scores_codex":[0.9955855,0.0007391282,0.001286005,0.0007735449,0.000911313,0.0007044908],"domain_scores_gemma":[0.9963897,0.001271291,0.0002262815,0.0008379252,0.0001722966,0.001102528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5731558,0.001812083,0.4047737,0.00008399912,0.0001407806,0.0002394805,0.0002466967,0.0001353841,0.00003876998,0.003215878,0.01119622,0.004961213],"study_design_scores_gemma":[0.03194753,0.004225687,0.942843,0.0003559516,0.0001306839,0.00006410176,0.0001331679,0.0001041229,0.0004558829,0.01037188,0.008965162,0.0004028536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380777,0.0004141118,0.0001792112,0.05842534,0.0003175751,0.001463014,0.00005033958,0.0001264181,0.0009462584],"genre_scores_gemma":[0.9775584,0.00005356165,0.021077,0.0002503726,0.000288285,0.0001932436,0.00008342483,0.00006946297,0.0004262989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412083,"threshold_uncertainty_score":0.9998871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04912344072988002,"score_gpt":0.3364151839072957,"score_spread":0.2872917431774157,"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."}}