{"id":"W2000209515","doi":"10.1007/s00406-013-0463-7","title":"Cluster analysis of cognitive deficits may mark heterogeneity in schizophrenia in terms of outcome and response to treatment","year":2013,"lang":"en","type":"article","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research; AstraZeneca; Eli Lilly and Company","keywords":"Cognition; Neuropsychology; Schizophrenia (object-oriented programming); Psychology; Effects of sleep deprivation on cognitive performance; Clinical psychology; Disease; Cluster (spacecraft); Psychiatry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003132503,0.0005762909,0.0008764159,0.003394287,0.0009016576,0.001224709,0.0006236409,0.0004087285,0.001683758],"category_scores_gemma":[0.00884027,0.0001423105,0.001296853,0.002292521,0.0007135451,0.0006441293,0.00106872,0.0004751701,0.0002067321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109917,"about_ca_system_score_gemma":0.001148161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110186,"about_ca_topic_score_gemma":0.01449529,"domain_scores_codex":[0.9980579,0.0008271187,0.0002800513,0.0002958103,0.0002664992,0.0002725632],"domain_scores_gemma":[0.9954206,0.00155038,0.001143141,0.0009358162,0.00060086,0.000349205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007240237,0.0003759334,0.9209791,0.0001384358,0.003221112,0.000391827,0.001622117,0.003183481,0.01388544,0.001450853,0.001515578,0.04599592],"study_design_scores_gemma":[0.00003851332,0.000293385,0.9908419,0.00001649901,0.0002237675,0.0001858968,0.0007891866,0.002971493,0.0006546453,0.003497092,0.0004552685,0.00003248062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954798,0.0002276996,0.002369888,0.0002168668,0.00002916193,0.00005125414,0.0005683766,0.00003353804,0.00102325],"genre_scores_gemma":[0.9985696,0.00003210605,0.0007079567,0.00002369057,0.0000148601,0.00001958102,0.000494663,0.00001478948,0.0001227616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110186,"threshold_uncertainty_score":0.02190894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567620284737731,"score_gpt":0.3714617440970494,"score_spread":0.3257855412496721,"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."}}