{"id":"W6943795637","doi":"10.17605/osf.io/x7s2b","title":"Forensic Hospitalization Following Diagnosis of Nonaffective Psychotic Disorder: A Retrospective Cohort Study Using Health Administrative Data","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Mental health; Forensic science; Criminal justice; Psychosis; Intervention (counseling); Forensic psychiatry; Cohort; Diagnosis of schizophrenia; Incidence (geometry)","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":[0.002138469,0.0003082167,0.0003957628,0.001901358,0.001532935,0.001444988,0.001316486,0.0003922666,0.00167658],"category_scores_gemma":[0.005051268,0.0005180096,0.0006671749,0.005010025,0.0005262899,0.0006754926,0.00166671,0.0007126291,0.0003855623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006964853,"about_ca_system_score_gemma":0.01045712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8406535,"about_ca_topic_score_gemma":0.8654174,"domain_scores_codex":[0.9982283,0.0003880074,0.0002066618,0.0002489109,0.000425999,0.0005020988],"domain_scores_gemma":[0.9965594,0.00031143,0.001508476,0.0003540212,0.000679782,0.0005868406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000359496,0.00002865061,0.998027,0.0000180747,0.00003536556,0.00004947937,0.000357115,0.00002919375,0.00002638844,0.00005732175,0.0005051169,0.0008302523],"study_design_scores_gemma":[0.000009356987,0.00003233197,0.9976335,0.00003780018,0.00002497194,0.00006637481,0.001348474,0.0002080264,0.00002161077,0.00003037432,0.0005811681,0.000006018397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859856,0.0002576186,0.0002961206,0.0002598214,0.00001349204,0.000207552,0.01171481,0.00001207471,0.001252816],"genre_scores_gemma":[0.9922523,0.0004125467,0.000430204,0.0001323708,0.00001070839,0.0001930877,0.005888927,0.000006995451,0.0006728224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8406535,"threshold_uncertainty_score":0.3205699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616399298442714,"score_gpt":0.4502506057284107,"score_spread":0.3740866127439836,"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."}}