{"id":"W4386856481","doi":"10.1007/s00423-023-03111-z","title":"Incidence of opioid use and early postoperative pain intensity after primary unilateral inguinal hernia repair at a single-center specialty hospital","year":2023,"lang":"en","type":"article","venue":"Langenbeck s Archives of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Interquartile range; Opioid; Specialty; Physical therapy; Anesthesia; Acetaminophen; Incidence (geometry); Inguinal hernia; Surgery; Internal medicine; Hernia","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":[0.0003076589,0.000183116,0.0003588499,0.00110613,0.0005193445,0.0008986086,0.0004737897,0.0004668129,0.003071056],"category_scores_gemma":[0.001878957,0.0003626921,0.0005421896,0.001082698,0.0003600101,0.0006994972,0.0007948058,0.0006566604,0.0002488445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009967863,"about_ca_system_score_gemma":0.001067613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974592,"about_ca_topic_score_gemma":0.02615975,"domain_scores_codex":[0.9991907,0.000121587,0.00009688865,0.0001220727,0.0001568593,0.0003118686],"domain_scores_gemma":[0.9977869,0.0003738515,0.0008207362,0.00007484553,0.0002189236,0.0007247339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005348504,0.00004295792,0.9989484,0.000004872881,0.00002066883,0.0001416505,0.00005415345,0.00002604287,0.0001000514,0.000008503611,0.00005505001,0.0005442213],"study_design_scores_gemma":[0.0000023046,0.00005874576,0.9992173,0.000002995549,0.000005823378,0.0002530046,0.0003416004,0.00005968191,0.00002390829,0.000004878531,0.00002567039,0.000003962536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994697,0.00008591572,0.00001914948,0.00002969445,0.000003410428,0.000002675543,0.0001805788,0.000001621158,0.0002072992],"genre_scores_gemma":[0.999611,0.00005478962,0.00002536532,0.0000188875,0.000008423111,0.000002372089,0.0001731394,0.000001023223,0.0001049713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01974592,"threshold_uncertainty_score":0.03926194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396179473818349,"score_gpt":0.2298257118966016,"score_spread":0.2058639171584181,"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."}}