{"id":"W4414905827","doi":"10.1016/j.schres.2026.03.029","title":"The Role of Cognitive Schemas in Personal Recovery, Symptom Severity, and Functioning in Schizophrenia-Spectrum Disorders","year":2025,"lang":"en","type":"preprint","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canadian Medical Association","keywords":"Psychosocial; Schema (genetic algorithms); Cognition; Association (psychology); Cognitive skill; Social support","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":[0.002311133,0.0003154074,0.0002091667,0.0006700651,0.0003929433,0.0008777931,0.0003290297,0.0002509228,0.0010343],"category_scores_gemma":[0.008103578,0.0001803364,0.0005170371,0.0004449,0.0008278196,0.0005049658,0.0008906013,0.0006212004,0.00004748761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007364893,"about_ca_system_score_gemma":0.0006764783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012968,"about_ca_topic_score_gemma":0.005456673,"domain_scores_codex":[0.9993482,0.0003397198,0.00004983427,0.00005124802,0.0001521831,0.00005889994],"domain_scores_gemma":[0.9956879,0.001417481,0.001924764,0.0002912506,0.0002389663,0.0004396306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681993,0.0001022683,0.9894487,0.00002526875,0.000128351,0.00003604281,0.0009724291,0.0001839571,0.0002944862,0.0001250747,0.00004276452,0.008472485],"study_design_scores_gemma":[0.000006570837,0.00008191874,0.9982408,0.00001886686,0.0000322936,0.0001029605,0.0007987178,0.0003315568,0.00007664689,0.0002432094,0.00006164503,0.000004719653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994923,0.0001102917,0.00005846093,0.00006511639,0.00000110707,0.000005580299,0.0000268146,0.000001014433,0.0002392264],"genre_scores_gemma":[0.9997883,0.00005798859,0.00008165248,0.000008599184,8.495917e-7,0.000003812438,0.0000357532,5.470415e-7,0.00002255275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004012968,"threshold_uncertainty_score":0.01222253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420719898431941,"score_gpt":0.3317368172247033,"score_spread":0.3075296182403839,"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."}}