{"id":"W4285077064","doi":"10.1097/aln.0000000000004297","title":"Postoperative Opioid Prescribing: Finding the Balance","year":2022,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Opioid; Balance (ability); Anesthesia; Opioid epidemic; Intensive care medicine; Internal medicine; Physical therapy","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":[0.003052614,0.001656828,0.001228968,0.002842106,0.001983964,0.004949831,0.0019565,0.007016276,0.01903439],"category_scores_gemma":[0.02746704,0.000824003,0.001067405,0.0009106845,0.001777767,0.003954709,0.00119674,0.009523557,0.01030669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193086,"about_ca_system_score_gemma":0.002199773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779743,"about_ca_topic_score_gemma":0.004304993,"domain_scores_codex":[0.9970036,0.0005661973,0.0004183246,0.0002617482,0.001522265,0.0002277763],"domain_scores_gemma":[0.9832744,0.005930813,0.001297465,0.0003783237,0.007078532,0.002040515],"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":[0.00002265534,0.000009211672,0.00007979465,0.0001480489,0.000007608924,0.0001066963,0.00002649567,0.000009579089,0.00003055831,0.0001321851,0.9891901,0.01023693],"study_design_scores_gemma":[0.00007422842,0.0000570345,0.0008638992,0.002018109,0.00006709465,0.000805046,0.000301665,0.000121626,0.0001927775,0.0007871804,0.9946834,0.00002788665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003392555,0.0122743,0.0001784703,0.1728543,0.8067123,0.00003468398,0.0001123192,0.0001428457,0.007351596],"genre_scores_gemma":[0.003187006,0.01468117,0.0002726465,0.05100685,0.9178751,0.00003089326,0.00009406852,0.00007947569,0.01277291],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01903439,"threshold_uncertainty_score":0.06367636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696874650700759,"score_gpt":0.2731350991757542,"score_spread":0.2461663526687466,"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."}}