{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001411031,0.0003968486,0.0006643734,0.0001170742,0.0003033237,0.00001948178,0.0003804039,0.0005027199,0.001898204],"category_scores_gemma":[0.00009544134,0.0002510227,0.0002114696,0.000148084,0.0001755803,0.00002846234,0.0001422147,0.002040674,0.00025568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898405,"about_ca_system_score_gemma":0.0002972325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702218,"about_ca_topic_score_gemma":0.000002149557,"domain_scores_codex":[0.997883,0.0003762293,0.0003018646,0.0006167242,0.0002877014,0.0005344716],"domain_scores_gemma":[0.9984469,0.0004381172,0.0001585805,0.0008579933,0.0000562556,0.00004211833],"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":[0.00009052933,0.00006591305,0.01535027,0.00007449114,0.0001856471,0.003147194,0.001708201,0.000003173953,0.00004488741,0.00006771771,0.9788449,0.0004171083],"study_design_scores_gemma":[0.0005142149,0.001290592,0.01908818,0.00004859535,0.0002158826,0.0009128088,0.0002992342,0.00001062608,0.00006216769,0.000135269,0.9771886,0.0002337801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1807162,0.003817255,0.000001193733,0.8110017,0.0005703588,0.001375906,0.0000377069,0.0001263239,0.00235338],"genre_scores_gemma":[0.02025108,0.0004257555,0.0001183381,0.9647447,0.001200486,0.0006137437,0.001564867,0.0001012558,0.01097972],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1604651,"threshold_uncertainty_score":0.9999942,"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."}}