{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001660552,0.0003785973,0.0005423449,0.0007511657,0.0004160516,0.0006861891,0.0002928193,0.0006286186,0.0008615218],"category_scores_gemma":[0.009918932,0.0001722863,0.0005537832,0.0004984434,0.0003389324,0.0004835307,0.0004366754,0.001092664,0.0001731648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009121668,"about_ca_system_score_gemma":0.0005218417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006314496,"about_ca_topic_score_gemma":0.009462243,"domain_scores_codex":[0.9993997,0.0002067662,0.00006732867,0.00008419705,0.0001420032,0.0001000764],"domain_scores_gemma":[0.9945865,0.001451947,0.002352262,0.0002900201,0.00058344,0.0007357728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002866908,0.0004158907,0.9854288,0.00002430967,0.0001993231,0.0001059821,0.0002105042,0.0002703985,0.0006817563,0.00002087242,0.0001238095,0.009651547],"study_design_scores_gemma":[0.00001905834,0.0005515248,0.9989818,0.000004253288,0.00002266739,0.00005509623,0.0000435961,0.0001603831,0.00007419299,0.00003406713,0.00004855543,0.00000483448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991363,0.0002382041,0.00003984463,0.00007816526,0.000005540815,0.000009518083,0.0001003563,0.00000861726,0.0003835625],"genre_scores_gemma":[0.999508,0.00005345675,0.00004306704,0.00003250753,0.000005228907,0.000005781213,0.0002097498,0.0000016703,0.0001404371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006314496,"threshold_uncertainty_score":0.01255548,"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."}}