{"id":"W2966071597","doi":"10.1177/0033354919864362","title":"Opioid Overdose Hospitalization Trajectories in States With and Without Opioid-Dosing Guidelines","year":2019,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Canadian Memorial Chiropractic College; University of Toronto; Institute for Work & Health","funders":"","keywords":"Dosing; Opioid; Opioid overdose; Medicine; Opioid epidemic; Opioid-Related Disorders; Emergency medicine; Heroin; Drug overdose; Intensive care medicine; MEDLINE; Anesthesia; Poison control; Medical emergency; (+)-Naloxone; Psychiatry; Pharmacology; Drug; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009118037,0.0001226571,0.000228835,0.0005906071,0.0004531376,0.0009072497,0.0003867082,0.0003997251,0.001182204],"category_scores_gemma":[0.005212975,0.0002307688,0.000445667,0.001138928,0.0002682257,0.0007265401,0.0007395497,0.0007571685,0.0001022798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129595,"about_ca_system_score_gemma":0.001414286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06807999,"about_ca_topic_score_gemma":0.1082261,"domain_scores_codex":[0.9992031,0.0001716807,0.00009675874,0.0002138166,0.0001335292,0.0001810937],"domain_scores_gemma":[0.9953491,0.0006426965,0.002745662,0.0001883309,0.0007318272,0.0003423681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002960985,0.00004492426,0.9984238,0.000004498143,0.00003852656,0.00001132784,0.00008701556,0.0001703112,0.00007095525,0.00004134972,0.0001000338,0.00097764],"study_design_scores_gemma":[0.000002144081,0.00002675097,0.9989883,0.000007871067,0.00001142546,0.00002767576,0.0002972662,0.0004630245,0.00002855246,0.0000231498,0.0001212397,0.000002605945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987531,0.00005661626,0.0001165977,0.0001241253,0.00000370233,0.000008667792,0.0006853656,0.000003996021,0.0002478322],"genre_scores_gemma":[0.9985278,0.00005231638,0.0001694294,0.00004578368,0.000003753558,0.000009843521,0.00107734,0.00000189179,0.0001118291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06807999,"threshold_uncertainty_score":0.1353675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966087598003201,"score_gpt":0.3334254460666169,"score_spread":0.3037645700865849,"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."}}