{"id":"W2760040938","doi":"10.4103/sja.sja_339_17","title":"Postoperative pain management in patients undergoing thoracoscopic repair of pectus excavatum: A retrospective analysis of opioid consumption and adverse effects in adolescents","year":2017,"lang":"en","type":"article","venue":"Saudi Journal of Anaesthesia","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pectus excavatum; Anesthesia; Nuss procedure; Opioid; Morphine; Adverse effect; Retrospective cohort study; Incidence (geometry); 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":[],"consensus_categories":[],"category_scores_codex":[0.0005905118,0.0001482673,0.000745811,0.0007322562,0.00005206471,0.000009017378,0.00008716955,0.00005970786,0.000004960516],"category_scores_gemma":[0.0002400248,0.0001183448,0.0002007028,0.0002237785,0.00009696667,0.0001577812,0.0000418428,0.0001558098,4.023886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430212,"about_ca_system_score_gemma":0.00005034201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128678,"about_ca_topic_score_gemma":0.0006083442,"domain_scores_codex":[0.9986167,0.0001599432,0.0005601018,0.0001779158,0.0003245611,0.0001607897],"domain_scores_gemma":[0.998681,0.00004465907,0.000769246,0.0002645987,0.0001607795,0.00007970129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000485989,0.0009964415,0.9896365,0.0004005028,0.0009112947,0.0002938842,0.0005029731,0.00002902732,0.00002285016,0.00006483376,0.000008807447,0.006646944],"study_design_scores_gemma":[0.004930215,0.002737889,0.987348,0.003294012,0.0009972762,0.000004247712,0.0001775761,0.0001552374,0.0001904589,0.00008540152,0.000001826344,0.00007788697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987703,0.0005964671,0.00002459629,0.00007222207,0.00003368572,0.0004298226,0.000002971951,0.000003306794,0.00006662204],"genre_scores_gemma":[0.9978635,0.001495368,0.0005593989,0.00005305167,0.000006700532,0.000005100188,0.000003002864,0.000008643056,0.000005273828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006569057,"threshold_uncertainty_score":0.4825959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009294843721746068,"score_gpt":0.2734739639472999,"score_spread":0.2641791202255539,"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."}}