{"id":"W4205324317","doi":"10.1097/prs.0000000000008834","title":"Time to Stop Routinely Prescribing Opiates after Carpal Tunnel Release","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carpal tunnel release; Carpal tunnel syndrome; MEDLINE; Action (physics); Fentanyl","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002197777,0.0003253437,0.0006225355,0.0004202983,0.0002104305,0.00002722401,0.00009253893,0.0000551344,0.006300657],"category_scores_gemma":[0.001010489,0.0003238654,0.0002591435,0.0004197512,0.0001063505,0.0001088494,0.0002103704,0.0003324679,0.0007704334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372444,"about_ca_system_score_gemma":0.0004587346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009283073,"about_ca_topic_score_gemma":0.000003729499,"domain_scores_codex":[0.9977347,0.0001462487,0.0004704996,0.0006341916,0.0004569254,0.0005574785],"domain_scores_gemma":[0.9974903,0.001544646,0.0001248384,0.0003765637,0.0001165232,0.0003470965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007124023,0.001481834,0.9180759,0.0003180151,0.001377408,0.002158963,0.005620656,0.001137543,0.002571234,0.0000712617,0.01363249,0.04643065],"study_design_scores_gemma":[0.003494492,0.0009931688,0.9709625,0.0006310933,0.0009791927,0.001646592,0.006692836,0.00205998,0.001772778,0.0002160944,0.009044088,0.001507191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957866,0.0003493402,0.00004690347,0.0003454025,0.001119123,0.0005965572,0.0003162302,0.0001504342,0.001289375],"genre_scores_gemma":[0.9967865,0.00000704441,0.0005410761,0.0003219919,0.0001626678,0.0005517131,0.0001174113,0.00006575423,0.001445866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05288658,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303941213237687,"score_gpt":0.2208482886763294,"score_spread":0.2078088765439526,"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."}}