{"id":"W3006030517","doi":"10.1097/aia.0000000000000275","title":"The opioid epidemic and how anesthesiologists can help","year":2020,"lang":"en","type":"article","venue":"International Anesthesiology Clinics","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid epidemic; Opioid; MEDLINE; Anesthesia; Emergency medicine; Intensive care medicine; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01663164,0.001111066,0.00111492,0.002119578,0.008876035,0.0150658,0.002194803,0.01874812,0.02184728],"category_scores_gemma":[0.06325041,0.0008768962,0.001060684,0.00158176,0.01628748,0.0219255,0.01082313,0.0350246,0.008219277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00435288,"about_ca_system_score_gemma":0.01524072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006897495,"about_ca_topic_score_gemma":0.01433504,"domain_scores_codex":[0.9897426,0.004803126,0.0004479465,0.0006196051,0.002344839,0.002041853],"domain_scores_gemma":[0.9725715,0.01166613,0.001574871,0.001281353,0.003419619,0.009486538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007919463,0.0002402752,0.002163406,0.0005670978,0.00007085934,0.0007180129,0.007787696,0.0001400591,0.0001388321,0.07938465,0.7581335,0.1505765],"study_design_scores_gemma":[0.0000630762,0.0001024091,0.001133706,0.002212257,0.00002693973,0.0005849091,0.009415912,0.00009137073,0.00006605553,0.0656739,0.9205647,0.00006475226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006575966,0.02825256,0.0003886106,0.9550608,0.008303003,0.00001058509,0.00001428416,0.00004553731,0.007266983],"genre_scores_gemma":[0.03286039,0.1021266,0.002610046,0.8193797,0.02860648,0.0001345446,0.00005645839,0.000160349,0.01406545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02184728,"threshold_uncertainty_score":0.08795762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687222983689138,"score_gpt":0.3124353444171466,"score_spread":0.2755631145802552,"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."}}