{"id":"W4385850531","doi":"10.1001/jamapsychiatry.2023.2841","title":"Association of Childhood Area-Level Ethnic Density and Psychosis Risk Among Ethnoracial Minoritized Individuals in the US","year":2023,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Prodrome; Psychosis; Ethnic group; Mediation; Demography; Medicine; Association (psychology); Psychology; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365839,0.0001524153,0.0003174445,0.0002686872,0.0001081997,0.00003226433,0.0001232668,0.0002287493,0.00003522793],"category_scores_gemma":[0.0005985089,0.000108967,0.0001263142,0.0008863012,0.00005894403,0.0000805802,0.00004472733,0.0005563375,0.00002904506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006457041,"about_ca_system_score_gemma":0.0001416819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006060276,"about_ca_topic_score_gemma":0.007033228,"domain_scores_codex":[0.9981143,0.0002906305,0.0003182354,0.0002831272,0.0006556315,0.0003380926],"domain_scores_gemma":[0.998943,0.0003474123,0.0002029924,0.000317686,0.00007635219,0.0001125981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005665264,0.0004082151,0.9769366,0.00003739317,0.000245141,0.000009537504,0.001235714,8.319805e-7,0.00000973829,0.00008424943,0.008963546,0.01150251],"study_design_scores_gemma":[0.008389928,0.0002115993,0.9859941,0.0001058903,0.0001976791,0.000007067839,0.0006511486,0.00003254874,0.00006007839,0.00421687,0.0000418424,0.00009126624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865881,0.0004762392,0.000003090515,0.01153866,0.0002575347,0.0006277055,0.0001224647,0.0000462905,0.0003399205],"genre_scores_gemma":[0.9973655,0.0006313258,0.00112608,0.0003409041,0.0002567694,0.00007699477,0.00007589207,0.00001563088,0.0001109163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141124,"threshold_uncertainty_score":0.4443546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783386037459722,"score_gpt":0.3116344953829031,"score_spread":0.2838006350083058,"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."}}