{"id":"W2127060276","doi":"10.1177/0009922808316990","title":"Analgesia and Sedation Practices for Incarcerated Inguinal Hernias in Children","year":2008,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Sedation; Inguinal hernia; Emergency department; Hernia; Retrospective cohort study; Surgery; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678873,0.0001353978,0.0003396892,0.0002862976,0.00007172914,0.00001592941,0.0001009472,0.0002154452,0.000009582619],"category_scores_gemma":[0.007263385,0.0001321032,0.00007924297,0.0005165335,0.00009338489,0.000152068,0.00007379682,0.00036839,0.000008203924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004745483,"about_ca_system_score_gemma":0.0001442077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008346953,"about_ca_topic_score_gemma":0.00001210187,"domain_scores_codex":[0.9983442,0.0001390854,0.0006668788,0.000390041,0.0002305316,0.0002293056],"domain_scores_gemma":[0.9981245,0.000892948,0.0004801281,0.0002258792,0.0001359334,0.0001406538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858612,0.0002344104,0.9867123,0.00005055749,0.00001848276,0.00002626344,0.00002371422,0.000001206642,0.000003683207,0.00001920624,0.01018139,0.002542906],"study_design_scores_gemma":[0.002000096,0.0004833747,0.9938707,0.000007344984,0.0001959102,0.00003372303,0.00001140896,0.0008616702,0.000002833901,0.0002065033,0.002191746,0.0001346586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955184,0.0005567282,0.001240931,0.0007076818,0.00006279384,0.0009920727,0.000007462391,0.000158913,0.0007549935],"genre_scores_gemma":[0.981602,0.005770372,0.009890529,0.001002328,0.001344252,0.00004315716,0.00009882185,0.00002250396,0.0002260238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391641,"threshold_uncertainty_score":0.8695475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09269091079777265,"score_gpt":0.4148066140642102,"score_spread":0.3221157032664376,"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."}}