{"id":"W4391352123","doi":"10.1017/s0033291723003781","title":"Variation of subclinical psychosis across 16 sites in Europe and Brazil: findings from the multi-national EU-GEI study","year":2024,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute","funders":"Cilag; Instituto de Salud Carlos III; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Servier; Università degli Studi di Verona; Centro de Investigación Biomédica en Red de Salud Mental; University College London; Universidad de Oviedo; King's College London; Amsterdam University Medical Centers; Instituto de Investigación Sanitaria de Santiago de Compostela; Universitat de Barcelona; National Institute for Health and Care Research; Università degli Studi di Palermo; Libera Università Maria Ss. Assunta; Economic and Social Research Council; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo; Casen Recordati; Sunovion","keywords":"Schizotypy; Psychosis; Psychopathology; Subclinical infection; Schizophrenia (object-oriented programming); Psychology; Demography; Incidence (geometry); Cannabis; Clinical psychology; 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":[0.002243716,0.0003898464,0.0006523059,0.001035165,0.0006173483,0.0009366678,0.0008650203,0.0005277965,0.0007615526],"category_scores_gemma":[0.005655013,0.0003703714,0.0008800284,0.001442414,0.0007133859,0.0002909184,0.00164337,0.0003584467,0.00009581874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007386049,"about_ca_system_score_gemma":0.0004896867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03203192,"about_ca_topic_score_gemma":0.04148668,"domain_scores_codex":[0.9982805,0.0006552857,0.0001986566,0.0004730954,0.0002202231,0.0001722553],"domain_scores_gemma":[0.9973192,0.0004993703,0.001225394,0.0004197911,0.0002746432,0.0002616009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004445068,0.000009294766,0.9976115,0.00002091454,0.0001526241,0.0000764564,0.000685093,0.00003428805,0.0002568006,0.00006000554,0.00005315279,0.0009954098],"study_design_scores_gemma":[0.000002764111,0.00001492059,0.9993523,0.00001227483,0.00003069718,0.0001138699,0.0002887381,0.00005841328,0.00002456622,0.00002568314,0.00007279689,0.000002948291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989397,0.0002202599,0.0001484871,0.00004067592,0.000002543933,0.0000136457,0.0003983098,0.000003673808,0.0002327003],"genre_scores_gemma":[0.9995126,0.00006840215,0.000115028,0.00001072612,0.00000131424,0.00001152289,0.0002473446,0.000003010297,0.00003015646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03203192,"threshold_uncertainty_score":0.06369096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413417668029624,"score_gpt":0.4885538912691965,"score_spread":0.3472121244662341,"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."}}