{"id":"W7133088086","doi":"","title":"Psychological Pathways to Negative Symptoms in Schizophrenia: Empirical Validation of the Cognitive Model","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation","keywords":"Dysfunctional family; Cognition; Perception; Pleasure; Predictive validity; Scale (ratio); Reliability (semiconductor); Belief system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04270915,0.001007798,0.001325976,0.003284413,0.0007379365,0.003439154,0.001816272,0.00104655,0.001744652],"category_scores_gemma":[0.06623834,0.0008543481,0.004049912,0.002577997,0.004169781,0.002381046,0.002997707,0.002663003,0.0001215672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382345,"about_ca_system_score_gemma":0.006443714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120132,"about_ca_topic_score_gemma":0.01043916,"domain_scores_codex":[0.988193,0.007838786,0.001084046,0.001042115,0.001645754,0.0001963532],"domain_scores_gemma":[0.9050377,0.07842115,0.00718971,0.003591063,0.004964923,0.0007954094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001422106,0.0005604656,0.6137305,0.01662681,0.02212383,0.0004481905,0.01252859,0.002990541,0.0007039151,0.02903852,0.001065295,0.2987613],"study_design_scores_gemma":[0.0008327116,0.002353184,0.8091053,0.02806123,0.03104373,0.001318975,0.01059477,0.01286746,0.001172534,0.08677442,0.01559037,0.0002853036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6609142,0.269828,0.02705575,0.02130876,0.0006107127,0.001495661,0.001227466,0.00007899477,0.01748038],"genre_scores_gemma":[0.9417206,0.04653256,0.00943422,0.0010246,0.0001549906,0.0004397757,0.0004580141,0.00001509825,0.0002200833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04270915,"threshold_uncertainty_score":0.2258703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07204622566276257,"score_gpt":0.4201436743902635,"score_spread":0.3480974487275009,"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."}}