{"id":"W3089887531","doi":"10.1097/aln.0000000000003572","title":"Perioperative Opioid Administration","year":2020,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Joseph’s Healthcare Hamilton; St. Michael's Hospital","funders":"","keywords":"Medicine; Perioperative; Opioid; Intensive care medicine; Anesthesia; Medical prescription; Pharmacology; 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":[0.000839174,0.0007438574,0.001314005,0.0009701271,0.0004197473,0.001230281,0.001072589,0.0008506861,0.02148113],"category_scores_gemma":[0.002881981,0.0001709758,0.0008281967,0.0007897602,0.0003882987,0.000760651,0.0008465072,0.001700551,0.01139887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165427,"about_ca_system_score_gemma":0.001779359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004196,"about_ca_topic_score_gemma":0.001122555,"domain_scores_codex":[0.998835,0.0002946819,0.0001844125,0.00008669011,0.0005267655,0.00007244369],"domain_scores_gemma":[0.9990631,0.0003021245,0.0002114659,0.00006199862,0.0003016817,0.00005968323],"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":[0.0001202221,0.00009595534,0.0002407768,0.0191178,0.0001133967,0.0002733208,0.00007671436,0.000128368,0.001261725,0.003755861,0.08185998,0.892956],"study_design_scores_gemma":[0.00005771361,0.0001380822,0.001049352,0.01026148,0.00008450503,0.001463076,0.00005939183,0.00005006333,0.0005104772,0.001923445,0.9843865,0.00001597269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009173817,0.9434467,0.002563282,0.00198704,0.001872673,0.0004552224,0.0008726157,0.0001921447,0.04769291],"genre_scores_gemma":[0.01011995,0.9608739,0.0044966,0.003177496,0.001351356,0.0004824851,0.001397259,0.00004290843,0.01805806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02148113,"threshold_uncertainty_score":0.07186151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294836417371908,"score_gpt":0.3460785797542531,"score_spread":0.293130215580534,"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."}}