{"id":"W4382011891","doi":"10.1093/schbul/sbad093","title":"Associations Between Childhood Area-Level Social Fragmentation, Maladaptation to School, and Social Functioning Among Healthy Youth and Those at Clinical High Risk for Psychosis","year":2023,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Maladaptation; Psychology; Prodrome; Social functioning; Developmental psychology; Psychosis; Social environment; Clinical psychology; Psychiatry; Distress","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001170136,0.0002934265,0.0005980899,0.0003239404,0.001712812,0.0001262803,0.00008237213,0.0002702655,0.0001414967],"category_scores_gemma":[0.0008225701,0.0002841928,0.0001909125,0.0004553737,0.0001296147,0.00008254884,0.0001259473,0.0004441977,0.00019645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501515,"about_ca_system_score_gemma":0.0001964268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004518213,"about_ca_topic_score_gemma":0.000453814,"domain_scores_codex":[0.9971793,0.0002630857,0.0006991153,0.0007315987,0.0005444653,0.0005824801],"domain_scores_gemma":[0.998159,0.0005922834,0.0003094595,0.000176853,0.0002326251,0.00052981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01036739,0.0002689877,0.893142,0.00004775069,0.000777401,0.0000055664,0.003233458,0.000005078853,0.000009805278,0.0003290922,0.03885969,0.05295375],"study_design_scores_gemma":[0.01330879,0.0008390149,0.9827513,0.00005193826,0.0004865614,0.000001627183,0.0008220978,0.00002806419,0.00001284815,0.0008690662,0.0005902768,0.0002384699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710797,0.00008575485,0.0004221463,0.02414916,0.0002230073,0.001570392,0.002235707,0.0002050381,0.00002908192],"genre_scores_gemma":[0.9852314,0.0002003277,0.009032878,0.0004960377,0.001565239,0.000351138,0.002661826,0.00006552319,0.0003956458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08960922,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08264735705132814,"score_gpt":0.3540447270781559,"score_spread":0.2713973700268277,"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."}}