{"id":"W4286001626","doi":"10.1001/jamasurg.2022.2811","title":"Liposomal Bupivacaine—A Boon for Opioid-Sparing Surgery?","year":2022,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; General surgery; Psychiatry","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":[0.000542201,0.0004730571,0.0004000301,0.0005093167,0.001432799,0.001314743,0.0005548479,0.008995816,0.01969271],"category_scores_gemma":[0.002935029,0.0002404371,0.0007616629,0.0003933213,0.001085105,0.002976327,0.0004815157,0.006150033,0.007459786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061058,"about_ca_system_score_gemma":0.00102484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366038,"about_ca_topic_score_gemma":0.003001716,"domain_scores_codex":[0.9996358,0.00006064797,0.00005543081,0.0000412714,0.0001176518,0.00008917114],"domain_scores_gemma":[0.999541,0.0001611227,0.00004851951,0.00001969309,0.00005826434,0.0001713723],"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":[0.000313452,0.0002202804,0.002705783,0.000160254,0.00002621172,0.03718676,0.0001633127,0.0002959587,0.001177636,0.005765458,0.8864624,0.06552248],"study_design_scores_gemma":[0.0005551226,0.0005802723,0.005349339,0.0009088416,0.00004782201,0.09670018,0.001010103,0.001490673,0.001332674,0.02354188,0.8684002,0.00008290946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008222207,0.00639711,0.0007273555,0.9153652,0.02123293,0.00008561695,0.0001144739,0.0001658897,0.04768927],"genre_scores_gemma":[0.0969751,0.01737244,0.00278575,0.689451,0.08150753,0.0002009997,0.0002066201,0.0001248454,0.1113757],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01969271,"threshold_uncertainty_score":0.06587869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162416071390509,"score_gpt":0.2545011393836938,"score_spread":0.2128769786697887,"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."}}