{"id":"W4414082482","doi":"10.1192/bjo.2025.10776","title":"Understanding the role of cannabis in patients with suicidal ideation presenting to the emergency department: systematic chart review","year":2025,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Suicidal ideation; Complaint; Cannabis; Emergency department; Population; Suicide prevention; Poison control","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":[0.001066773,0.0001061659,0.0003377199,0.00009428193,0.0001272271,0.00003878588,0.0004006125,0.00002517056,0.0001097387],"category_scores_gemma":[0.0002118825,0.0000522284,0.0000530948,0.0008154885,0.00002559226,0.00007399737,0.0001793263,0.0001224429,0.000007823214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629338,"about_ca_system_score_gemma":0.0001517133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006229927,"about_ca_topic_score_gemma":0.00106291,"domain_scores_codex":[0.9985163,0.0001622722,0.0004409266,0.0002002332,0.0004485132,0.0002317352],"domain_scores_gemma":[0.9991381,0.0000125763,0.0001209346,0.0004981508,0.0001763762,0.00005393254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004253428,0.0004301936,0.7280994,0.02842584,0.0002907659,0.000003044766,0.001293795,0.00003970984,0.00006245304,0.006191918,0.233228,0.001509499],"study_design_scores_gemma":[0.002377975,0.000408329,0.9310025,0.02731115,0.0003660793,0.000003464424,0.003246209,0.0002634866,0.0002160693,0.0007251608,0.03384409,0.000235489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6047274,0.02613322,0.0007739218,0.2071871,0.0006613783,0.08222365,0.00006859653,0.00004607869,0.07817861],"genre_scores_gemma":[0.9904441,0.0001878045,0.0000121635,0.0006094959,0.00002144125,0.001246729,0.00001869609,0.00001357515,0.007446006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3857167,"threshold_uncertainty_score":0.2129812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906360498221356,"score_gpt":0.3429804107084207,"score_spread":0.3039168057262072,"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."}}