{"id":"W4415614916","doi":"10.1093/schbul/sbaf174","title":"Testing the Transportability of the Psychosis Metabolic Risk Calculator in Canada (Quebec): International External Validation Study","year":2025,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Institut Universitaire en Santé Mentale de Québec; Université Laval; Occupational Cancer Research Centre; Université du Québec; Douglas Mental Health University Institute","funders":"","keywords":"Calculator; Psychosis; Risk assessment; Mental health; MEDLINE; Validation test","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":[0.01622634,0.001061706,0.0006193111,0.001238895,0.003009704,0.001854293,0.002537613,0.0009518438,0.002493564],"category_scores_gemma":[0.04603288,0.0004985,0.0009551534,0.002645584,0.00161095,0.0006755576,0.00168599,0.001128541,0.0008105333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02186404,"about_ca_system_score_gemma":0.02193575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9533534,"about_ca_topic_score_gemma":0.9489749,"domain_scores_codex":[0.9921116,0.00343807,0.0005008922,0.001147116,0.002172254,0.0006301053],"domain_scores_gemma":[0.9494276,0.01080362,0.004493279,0.005086293,0.02751679,0.002672426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006930306,0.0002682799,0.9830166,0.00005200357,0.0003291196,0.00007217708,0.0008693213,0.0009295733,0.0001794466,0.0003276812,0.003963438,0.009299479],"study_design_scores_gemma":[0.0001993819,0.0001992028,0.9894717,0.00006967274,0.000127913,0.00007055718,0.0006034109,0.005814895,0.0002010576,0.00006959213,0.003142421,0.00003018696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984331,0.0003640894,0.002528553,0.00044715,0.00006081579,0.0008601184,0.006674333,0.000103311,0.004630763],"genre_scores_gemma":[0.9887755,0.0001308311,0.001724054,0.0002498477,0.00001560521,0.0004132598,0.007088581,0.00005332964,0.00154901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0466466,"threshold_uncertainty_score":0.1586354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472463638549623,"score_gpt":0.2704822442467316,"score_spread":0.2557576078612354,"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."}}