{"id":"W4281707390","doi":"10.1038/s41380-022-01611-w","title":"Prognostic accuracy and clinical utility of psychometric instruments for individuals at clinical high-risk of psychosis: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Molecular Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Ottawa Hospital; University of Ottawa","funders":"National Center for Advancing Translational Sciences; Wellcome Trust; Wellcome","keywords":"Medicine; Psychosis; Population; Nomogram; Meta-analysis; False positive paradox; Internal medicine; Psychiatry","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":[0.02147874,0.002700916,0.01710839,0.008259278,0.0006471974,0.003484429,0.002164926,0.002085987,0.00258163],"category_scores_gemma":[0.05543698,0.001459713,0.03611869,0.008341078,0.0009360233,0.001994206,0.001741187,0.001723925,0.0002918524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241758,"about_ca_system_score_gemma":0.003316476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00556735,"about_ca_topic_score_gemma":0.0117536,"domain_scores_codex":[0.986748,0.006174613,0.003944791,0.001420671,0.001392707,0.0003191747],"domain_scores_gemma":[0.9511299,0.03837049,0.00634894,0.00135284,0.00246501,0.0003329565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001605161,0.00002115204,0.009859844,0.3435827,0.626825,0.0001190362,0.00009497315,0.0005247495,0.0001675903,0.0001122492,0.0004925218,0.01659502],"study_design_scores_gemma":[0.0002490818,0.000117908,0.005789292,0.02213637,0.9701891,0.00009003399,0.00003252647,0.0001796081,0.00008555782,0.000159992,0.0009495315,0.00002103625],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004850904,0.9932146,0.0006124931,0.0002084399,0.00007875209,0.0002156551,0.0006133526,0.0000270675,0.0001787934],"genre_scores_gemma":[0.2399884,0.7531681,0.002959324,0.0007891721,0.0002631737,0.001040822,0.001496148,0.00004288684,0.0002520319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02147874,"threshold_uncertainty_score":0.1135918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446920014811694,"score_gpt":0.4601977244633466,"score_spread":0.3155057229821773,"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."}}