{"id":"W4409279651","doi":"10.1016/j.biopsych.2025.02.169","title":"Association of Psychosis Spectrum Symptoms With Deviations From Normative Brain Models in Mental Health Treatment Seeking Youth: Data From the Toronto Adolescent and Youth (TAY) CAMH Cohort Study","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"","keywords":"Psychosis; Normative; Psychiatry; Association (psychology); Mental health; Cohort; Psychology; Clinical psychology; Medicine; Psychotherapist; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003468779,0.0002399686,0.0001880368,0.0006100319,0.0005864142,0.0007278877,0.0005992439,0.0004062407,0.001641743],"category_scores_gemma":[0.001744525,0.0002800585,0.0002959972,0.0007667168,0.0003809488,0.0002945693,0.0005733037,0.0006453669,0.00009747474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008605435,"about_ca_system_score_gemma":0.0005365753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1476311,"about_ca_topic_score_gemma":0.2206999,"domain_scores_codex":[0.9997198,0.00007448142,0.00002015597,0.00007101774,0.0000595159,0.00005501571],"domain_scores_gemma":[0.9991332,0.0001223052,0.0003508948,0.00009978379,0.0001117141,0.0001822023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005484417,0.00001082397,0.9988845,0.000003462631,0.00003846927,0.00006029012,0.0001891167,0.0000317802,0.0001512387,0.00003938725,0.0001378786,0.0003982413],"study_design_scores_gemma":[0.000001768022,0.00000836371,0.9995005,0.000002260228,0.00000937542,0.00007964153,0.0002544318,0.00007345575,0.00001537081,0.00001744542,0.00003595971,0.000001373254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989532,0.00007875855,0.00004167783,0.00003861487,0.000002583539,0.000003532175,0.0005891966,0.000002682287,0.000289672],"genre_scores_gemma":[0.9994015,0.00005000531,0.00002829655,0.000009276122,0.00000179334,0.00000373788,0.000420671,0.000002396819,0.00008242674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476311,"threshold_uncertainty_score":0.2935436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425506055177917,"score_gpt":0.3067664211190801,"score_spread":0.2642158156012884,"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."}}