{"id":"W2893676090","doi":"10.1503/cmaj.180801","title":"A perioperative approach to the opioid crisis","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Perioperative; Medicine; Opioid; Warrant; Adverse effect; Intensive care medicine; Anesthesia; Opioid epidemic; Internal medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002193568,0.0008474661,0.0006312458,0.001750973,0.003500116,0.004296239,0.001720842,0.0050719,0.0189425],"category_scores_gemma":[0.007720831,0.0002861275,0.0006558479,0.0006823397,0.003721226,0.004716775,0.005338152,0.0179976,0.0043804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003734056,"about_ca_system_score_gemma":0.01651455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007207116,"about_ca_topic_score_gemma":0.01998426,"domain_scores_codex":[0.9986468,0.0003511855,0.0001264844,0.0001114279,0.0005186598,0.0002455206],"domain_scores_gemma":[0.9951231,0.0006991959,0.0002296311,0.0001165135,0.001413107,0.00241848],"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":[0.00005851321,0.0001551466,0.001311408,0.000897265,0.00003230901,0.004181622,0.001104261,0.0002882073,0.0005785918,0.02182539,0.7382029,0.2313644],"study_design_scores_gemma":[0.00002564101,0.0001207719,0.002237716,0.004022379,0.0000308536,0.009585137,0.004156459,0.0002196529,0.0001610885,0.03167402,0.9477169,0.00004945866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001275762,0.09883709,0.004408174,0.8065707,0.04619024,0.00007387967,0.00004624815,0.0002058564,0.04239214],"genre_scores_gemma":[0.04947777,0.4168786,0.01427974,0.2903277,0.1616109,0.0002643322,0.0001713806,0.0002120386,0.06677764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0189425,"threshold_uncertainty_score":0.06336898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037879765945228,"score_gpt":0.2435628986813246,"score_spread":0.2331841010218723,"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."}}