{"id":"W3173778911","doi":"10.1016/j.drugalcdep.2021.108830","title":"Trends and outcomes of serious complications associated with non-fatal opioid overdoses in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ontario Drug Policy Research Network; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Emergency medicine; Opioid overdose; Population; Opioid; Mortality rate; Drug overdose; Emergency department; Public health; Poison control; (+)-Naloxone; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00003577417,0.0001199891,0.0002838124,0.00005432656,0.00004509864,0.00001189825,0.0000369173,0.00002938945,0.00003948715],"category_scores_gemma":[0.00002514931,0.00009750225,0.00001898162,0.0001645482,0.00004354558,0.0000508933,0.00003868238,0.0001141839,3.156275e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013943,"about_ca_system_score_gemma":0.0007528584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8627478,"about_ca_topic_score_gemma":0.9917471,"domain_scores_codex":[0.9992444,0.00001534309,0.0001607393,0.0002327086,0.0001996793,0.0001471344],"domain_scores_gemma":[0.9995465,0.0000734948,0.00005810493,0.0001764342,0.00006156739,0.00008386442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001601827,0.0001673975,0.9970048,0.0000207509,0.00009090551,0.0001419938,0.0009131014,0.000005743185,0.0002035175,0.00003043386,0.00008779021,0.001317568],"study_design_scores_gemma":[0.001820784,0.00004349447,0.9959951,0.0001236945,0.00006321307,0.00004213275,0.000617354,0.00004781293,0.001008513,0.00001501988,0.0001273508,0.00009553139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971128,0.0003881473,0.00000261381,0.0007011842,0.00002564269,0.0001116029,0.00005826791,0.000008557847,0.001591234],"genre_scores_gemma":[0.9971643,0.00005282403,0.0001480827,0.0001903666,0.000002254674,0.0000173898,0.0001344987,0.000008504236,0.002281774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289993,"threshold_uncertainty_score":0.3976026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120940636680497,"score_gpt":0.2518095372867688,"score_spread":0.2406001309199638,"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."}}