{"id":"W4404345667","doi":"10.1001/jamapsychiatry.2024.3532","title":"Emergency Department Visits Involving Hallucinogen Use and Risk of Schizophrenia Spectrum Disorder","year":2024,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; Bruyère; Centre for Addiction and Mental Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Hallucinogen; Emergency department; Cannabis; Medicine; Psychiatry; Psychosis; Population; Hazard ratio; Schizophrenia (object-oriented programming); Psychology; Confidence interval; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003059857,0.0002649079,0.000290915,0.0001888158,0.0001553552,0.00008051072,0.0001628343,0.0001488453,0.0005500448],"category_scores_gemma":[0.00005330901,0.0002294316,0.000163637,0.0003459768,0.00005567065,0.0001883594,0.0001169902,0.0002850803,0.0001440293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001661146,"about_ca_system_score_gemma":0.00003927712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006012949,"about_ca_topic_score_gemma":0.001958194,"domain_scores_codex":[0.9982113,0.0001097621,0.0005282548,0.0005805541,0.0001978126,0.0003722821],"domain_scores_gemma":[0.9991277,0.0001104556,0.0001403474,0.0004734983,0.00004030574,0.000107728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001803206,0.0002448526,0.8612077,0.0001376721,0.0009816468,0.000008653092,0.001483022,0.00000435005,0.00005198372,0.064108,0.06441127,0.007180525],"study_design_scores_gemma":[0.001155281,0.0001838955,0.9472854,0.0001281313,0.000253331,0.00001694138,0.0008235012,0.000165891,0.00001613732,0.0186682,0.03094439,0.0003589753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958482,0.09153056,0.0002136779,0.002308197,0.00603214,0.0002324379,0.0001540299,0.0001137865,0.003567006],"genre_scores_gemma":[0.9899861,0.007086532,0.001183728,0.0001002427,0.0006871026,0.00003434234,0.0000143777,0.00005252665,0.0008550916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09413789,"threshold_uncertainty_score":0.935595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591108687625416,"score_gpt":0.2860880664903641,"score_spread":0.2701769796141099,"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."}}