{"id":"W4415278890","doi":"10.1016/j.scog.2025.100398","title":"Exploring the interplay between language use and cognitive function in schizophrenia spectrum disorders: Insights from patients, first degree relatives, and healthy controls","year":2025,"lang":"en","type":"review","venue":"Schizophrenia Research Cognition","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Douglas Mental Health University Institute","funders":"Instituto de Salud Carlos III; Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec; Canada First Research Excellence Fund; Ministerio de Ciencia e Innovación; McGill University","keywords":"Cognition; Context (archaeology); Schizophrenia spectrum; Function (biology); Schizophrenia (object-oriented programming); Degree (music); Spectrum (functional analysis)","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":[0.0003970514,0.0005049514,0.000332486,0.001468086,0.0005954803,0.0004857868,0.000188214,0.0003723485,0.0009159689],"category_scores_gemma":[0.001011202,0.000156658,0.0002867578,0.0006354759,0.000399796,0.0003589453,0.0007026182,0.000213395,0.0001456333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220417,"about_ca_system_score_gemma":0.0002154217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007772001,"about_ca_topic_score_gemma":0.008630104,"domain_scores_codex":[0.999822,0.00004067486,0.00002766878,0.00004950392,0.00002726365,0.00003297779],"domain_scores_gemma":[0.9997028,0.00006402088,0.0001088761,0.00002225839,0.00002976234,0.00007224511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003498658,0.00007380462,0.9897187,0.00003485712,0.00005011289,0.0007139482,0.002090023,0.00004256832,0.002281843,0.00002284789,0.00005095208,0.004570517],"study_design_scores_gemma":[0.000005818298,0.0001583546,0.9975213,0.000006944213,0.00002152196,0.0007998497,0.001174487,0.00004842203,0.0001402802,0.00003352081,0.0000851185,0.000004272407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9997583,0.00008519158,0.00001646589,0.000006648665,4.644551e-7,0.000002228486,0.00005446602,7.806615e-7,0.00007541325],"genre_scores_gemma":[0.9997097,0.00008740894,0.00003907615,0.000006263702,0.000001652331,0.000004294261,0.0001079265,5.416661e-7,0.00004299057],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007772001,"threshold_uncertainty_score":0.01545352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241706130622644,"score_gpt":0.3773547423156725,"score_spread":0.2531841292534081,"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."}}