{"id":"W4411929096","doi":"10.1111/pcn.13861","title":"Cognitive subtypes in youth at clinical high risk for psychosis","year":2025,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health","keywords":"Prodrome; Cognition; Psychosis; Working memory; Effects of sleep deprivation on cognitive performance; Psychology; Early psychosis; Cognitive skill; Clinical psychology; Verbal memory; Psychological intervention; Cluster (spacecraft); Schizophrenia (object-oriented programming); Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004936716,0.0003239058,0.0004828424,0.001257889,0.0006970915,0.0006803423,0.0004227565,0.0003869663,0.0008127181],"category_scores_gemma":[0.00161788,0.0002196822,0.0003794715,0.001029199,0.0004126987,0.0004241115,0.001000269,0.0005308694,0.0001169364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005612727,"about_ca_system_score_gemma":0.0005485495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171204,"about_ca_topic_score_gemma":0.02068793,"domain_scores_codex":[0.9996375,0.00006535792,0.00003250235,0.0000856679,0.00007658815,0.0001022821],"domain_scores_gemma":[0.9994333,0.00006199138,0.000267984,0.00003002331,0.0000791824,0.0001274358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009834348,0.00002705921,0.9972951,0.000008726541,0.00001195936,0.0001267311,0.0003493757,0.00002881491,0.000196404,0.00001871736,0.00004810531,0.001790607],"study_design_scores_gemma":[0.00000376348,0.00005061407,0.9990185,0.000006489645,0.000005950759,0.0002276329,0.0005192598,0.00006528601,0.00003197585,0.00003246104,0.00003661535,0.000001426807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997602,0.0000459362,0.00003321651,0.00001210803,0.00000106236,0.000008702263,0.00005889484,0.000001327844,0.00007859016],"genre_scores_gemma":[0.9996202,0.00003337866,0.00008100761,0.000009770045,0.000001931786,0.000008808345,0.0001902237,0.00000109108,0.00005357228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171204,"threshold_uncertainty_score":0.03404146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06446379234554861,"score_gpt":0.4305022178997209,"score_spread":0.3660384255541723,"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."}}