{"id":"W4409279735","doi":"10.1016/j.biopsych.2025.02.049","title":"Cardiometabolic Risk in First-Episode Psychosis: External Validation of the Psychosis Metabolic Risk Calculator (PsyMetRiC) in North America","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Psychosis; Calculator; Psychiatry; Medicine; Psychology; Computer science","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":[0.003196513,0.000571873,0.000477177,0.001637416,0.0008742249,0.0009252513,0.0007610709,0.0004447567,0.001750132],"category_scores_gemma":[0.01037666,0.0005409569,0.0006122199,0.002480918,0.0004766697,0.0005230141,0.001681541,0.0006785516,0.0004555091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008774934,"about_ca_system_score_gemma":0.001339513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03650298,"about_ca_topic_score_gemma":0.04063458,"domain_scores_codex":[0.9978594,0.0009990175,0.000220783,0.0003826033,0.0004394254,0.00009880734],"domain_scores_gemma":[0.9948698,0.001408198,0.001394254,0.0009138074,0.001109973,0.0003039662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005643332,0.00009907959,0.9859259,0.00004773881,0.0001833093,0.00006939374,0.000472397,0.0005221454,0.0004197053,0.0002019653,0.001470772,0.01002334],"study_design_scores_gemma":[0.0000629463,0.00007910218,0.9967379,0.00001446862,0.0000589822,0.000130435,0.0001962709,0.0007480019,0.0002936966,0.000117936,0.001550572,0.000009571788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987657,0.0001708679,0.002153775,0.0001205302,0.00003170852,0.0004305948,0.00616362,0.0001220275,0.003150007],"genre_scores_gemma":[0.9891505,0.0001596124,0.003402352,0.00009170357,0.00001922956,0.0006374082,0.005216591,0.00007563175,0.001247045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03650298,"threshold_uncertainty_score":0.07258105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909849806348634,"score_gpt":0.3000106918174865,"score_spread":0.2809121937540001,"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."}}