{"id":"W3195806125","doi":"10.1192/j.eurpsy.2021.2179","title":"Risk and protective factors for opioid overdose during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Mental Health & Substance Use Services","funders":"","keywords":"Harm reduction; Medicine; Pandemic; Mental health; Drug overdose; Opioid overdose; Public health; Mental illness; Environmental health; Harm; Occupational safety and health; Psychiatry; Substance abuse; Coronavirus disease 2019 (COVID-19); Medical emergency; Poison control; Opioid; Disease; Psychology; Nursing; Infectious disease (medical specialty); (+)-Naloxone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978365,0.0001312137,0.0002362423,0.0006122266,0.001451908,0.001027611,0.0003540032,0.0003576988,0.003036747],"category_scores_gemma":[0.002958263,0.0001635381,0.0002874841,0.0008949413,0.0004501008,0.0005619424,0.001303032,0.001104067,0.0001610745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125422,"about_ca_system_score_gemma":0.002323068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2387481,"about_ca_topic_score_gemma":0.3535087,"domain_scores_codex":[0.9994345,0.000110951,0.00004987837,0.00005170085,0.0001108642,0.0002419622],"domain_scores_gemma":[0.998372,0.0001501818,0.0005751302,0.00004687408,0.0002463615,0.0006094674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009916967,0.00002250612,0.9964584,0.00001414489,0.00000935458,0.00003432759,0.0004415054,0.00001967397,0.00002565729,0.00002756666,0.0002592402,0.002677826],"study_design_scores_gemma":[9.868005e-7,0.00001941473,0.9960334,0.00005112365,0.000004756396,0.00009543597,0.003167955,0.00004839103,0.00001339259,0.00003552641,0.000525736,0.000003882183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943593,0.0005853337,0.00006801756,0.001350734,0.00002217205,0.00004310927,0.0009499685,0.000004881127,0.002616419],"genre_scores_gemma":[0.9983217,0.0006163436,0.0001098541,0.0002283351,0.00001375055,0.0000183804,0.0004479085,0.000001809978,0.0002418627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2387481,"threshold_uncertainty_score":0.4747168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041150698670473,"score_gpt":0.2874885727896647,"score_spread":0.2670770658029599,"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."}}