{"id":"W4307499995","doi":"10.1093/schbul/sbac159","title":"Language Network Dysfunction and Formal Thought Disorder in Schizophrenia","year":2022,"lang":"en","type":"review","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Western University","funders":"Janssen Canada; Fonds de Recherche du Québec - Santé; Agencia Nacional de Investigación y Desarrollo; CHIST-ERA; Fonds de recherche du Québec; Universität Zürich; University of Oxford; Agenția Națională pentru Cercetare și Dezvoltare; National Center for Research and Development; Sunovion; McGill University","keywords":"Schizophrenia (object-oriented programming); Thought disorder; Psychology; Cognitive psychology; Psychiatry; Psychosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001054518,0.001126035,0.002862003,0.0008361974,0.0004652753,0.0001358652,0.0003881675,0.00054804,0.006131767],"category_scores_gemma":[0.0002898876,0.0009098043,0.0007528896,0.001351489,0.0001838323,0.0001155186,0.0007636143,0.002532458,0.000715218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196172,"about_ca_system_score_gemma":0.000940733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002225769,"about_ca_topic_score_gemma":0.0003742782,"domain_scores_codex":[0.994332,0.0006336608,0.001191105,0.00137549,0.0009690379,0.001498709],"domain_scores_gemma":[0.9973465,0.0005378304,0.0003920284,0.001093069,0.00004318493,0.0005873399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008018889,0.0003114255,0.00009043596,0.004281054,0.0003836994,0.00101699,0.00004673251,0.000002937608,1.33194e-7,0.001225666,0.003803389,0.9808186],"study_design_scores_gemma":[0.009934943,0.0006295982,0.0005588206,0.004174018,0.0009959383,0.0009377605,0.00008760514,0.00001697818,2.995243e-7,0.000150102,0.9817588,0.0007551751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001421537,0.9930785,0.00001409329,0.0005138502,0.0005183291,0.002808626,0.0001246209,0.0002300495,0.001290348],"genre_scores_gemma":[0.0002136225,0.9883339,0.004905061,0.0001177291,0.00122058,0.001497434,0.001376346,0.0002498628,0.002085514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9800635,"threshold_uncertainty_score":0.9997687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227475534977779,"score_gpt":0.3004352501188405,"score_spread":0.2776876966210626,"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."}}