{"id":"W3113855537","doi":"10.1097/aln.0000000000003651","title":"Perineural Liposomal Bupivacaine Is Not Superior to Nonliposomal Bupivacaine for Peripheral Nerve Block Analgesia","year":2020,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Bupivacaine; Analgesic; Anesthesia; Randomized controlled trial; Morphine; Nerve block; Local anesthetic; Peripheral; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000404466,0.001443888,0.005268756,0.0004680521,0.0002464766,0.00007097036,0.0009255332,0.0009932439,0.0005345323],"category_scores_gemma":[0.00026289,0.00115241,0.001915896,0.0006908729,0.0002082459,0.00007545348,0.0002317355,0.000797594,0.0005395487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307894,"about_ca_system_score_gemma":0.0005261337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005963287,"about_ca_topic_score_gemma":0.000004767075,"domain_scores_codex":[0.9944975,0.0004297979,0.001520575,0.001786041,0.0004400982,0.001325997],"domain_scores_gemma":[0.9967604,0.0005378583,0.0004053882,0.001234937,0.0002085709,0.000852795],"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":[0.003152333,0.000715733,0.006374121,0.04402453,0.002456824,0.01196651,0.0012758,0.0000102083,0.0001032719,0.0011711,0.04412851,0.8846211],"study_design_scores_gemma":[0.00121441,0.004530061,0.003175833,0.001985421,0.002668795,0.004011511,0.0000679735,0.00009125725,0.0000111505,0.00001287298,0.9811594,0.001071247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02717785,0.9546844,0.00004545962,0.01031019,0.0002459366,0.00691143,0.00007198654,0.000389763,0.0001629235],"genre_scores_gemma":[0.002906684,0.9415104,0.004501672,0.03735548,0.004003596,0.001775916,0.0008981827,0.0005285235,0.006519489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.937031,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04813860230665927,"score_gpt":0.327316296016478,"score_spread":0.2791776937098187,"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."}}