{"id":"W4285736941","doi":"10.1016/j.bpobgyn.2022.07.005","title":"Use and misuse of opioid after gynecologic surgery","year":2022,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Mount Sinai Hospital; Kingston Health Sciences Centre; Queen's University","funders":"Allergan; Bayer Fund; AbbVie","keywords":"Medicine; Opioid; Intensive care medicine; Adverse effect; Pain management; Health care; Medical emergency; Anesthesia; 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":[0.0005868476,0.0004679416,0.001248076,0.00218114,0.0002468551,0.0008450843,0.0007385978,0.0009684846,0.00318227],"category_scores_gemma":[0.002072242,0.0002756132,0.001113661,0.003152837,0.0004367143,0.0008674634,0.0005916139,0.0009439088,0.0004176923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004613219,"about_ca_system_score_gemma":0.001310412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005373493,"about_ca_topic_score_gemma":0.01238654,"domain_scores_codex":[0.9994695,0.00009684565,0.0001398713,0.00008371131,0.0001759585,0.00003418328],"domain_scores_gemma":[0.9989201,0.0005712633,0.0003727873,0.0000143924,0.00009180155,0.00002965472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002782532,0.00007611533,0.004609189,0.1282279,0.001282309,0.000323114,0.0002001535,0.0002374824,0.00057656,0.0008642258,0.01316272,0.8501619],"study_design_scores_gemma":[0.0001931288,0.0007275184,0.05658432,0.2122401,0.007177901,0.008131535,0.0009748422,0.0003395637,0.0007749351,0.001726697,0.7109537,0.0001757298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000371138,0.9990564,0.00002079135,0.00008842129,0.00006499991,0.000003876636,0.000049453,0.000001355433,0.0003435216],"genre_scores_gemma":[0.002105548,0.997436,0.00006760364,0.0001397431,0.00006795813,0.000004242186,0.00003838931,7.065422e-7,0.0001398321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005373493,"threshold_uncertainty_score":0.01068449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4248851536830193,"score_gpt":0.5222413628595446,"score_spread":0.09735620917652532,"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."}}