{"id":"W4394504015","doi":"10.6084/m9.figshare.21506035","title":"Early trauma and schizophrenia onset: preliminary results of an outpatient cohort in Brazil","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Cohort; Psychiatry; Medicine; Pediatrics; Demography; Psychology; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004132308,0.0003340476,0.0003607897,0.0009393329,0.0006792652,0.0005327889,0.000268124,0.0003028798,0.00142762],"category_scores_gemma":[0.001374084,0.0004173176,0.0005488013,0.0008099812,0.0003244953,0.0003284577,0.0007785518,0.0003263007,0.0002119203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512851,"about_ca_system_score_gemma":0.0006268878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04081916,"about_ca_topic_score_gemma":0.05511688,"domain_scores_codex":[0.9996816,0.00006996367,0.00003229226,0.00007988464,0.00005161539,0.00008471379],"domain_scores_gemma":[0.9994231,0.00005932079,0.0002037868,0.0000643926,0.0000716988,0.0001776833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005838553,0.00002736091,0.9975266,0.00001159243,0.00002688203,0.0001637558,0.0005617602,0.00001081454,0.0004439717,0.0000152397,0.00003958648,0.001114046],"study_design_scores_gemma":[0.000005733889,0.00005878248,0.9989574,0.000008113549,0.00001473063,0.0002273589,0.0005610917,0.00003960253,0.0000224617,0.0000170317,0.00008569603,0.000002018309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9992285,0.00006835976,0.00005646366,0.0000177936,0.000001624449,0.00002371873,0.0003335147,0.000001564557,0.0002683318],"genre_scores_gemma":[0.9993525,0.000128414,0.00006138421,0.00001479583,0.000002686366,0.00001689446,0.0003336548,0.00000171542,0.00008790912],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04081916,"threshold_uncertainty_score":0.08116317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054244769579171,"score_gpt":0.3079978441702588,"score_spread":0.2774553964744671,"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."}}