{"id":"W4376106376","doi":"10.1016/j.jopan.2023.01.001","title":"Enhancing Postoperative Pain Management and Decreasing Hospital Length of Stay on a Pediatric Orthopedic Unit: Implementation of an Ambulatory Continuous Peripheral Nerve Block Program","year":2023,"lang":"en","type":"article","venue":"Journal of PeriAnesthesia Nursing","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Foot and ankle surgery; Ambulatory; Orthopedic surgery; Ankle; Surgery; Anesthesia; Physical therapy","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":[0.001872486,0.0002248439,0.000558227,0.0005360248,0.000111744,0.00003927826,0.0001005484,0.00007179576,0.00002269064],"category_scores_gemma":[0.00004268915,0.0001932044,0.0001439368,0.0004516934,0.00009276736,0.0002021109,0.00001221392,0.0001803975,7.378416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080656,"about_ca_system_score_gemma":0.0001060673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002191666,"about_ca_topic_score_gemma":0.000005605169,"domain_scores_codex":[0.9977009,0.0004182471,0.0008028841,0.0002160008,0.0005625135,0.0002994871],"domain_scores_gemma":[0.9986402,0.0001007977,0.0006722161,0.0001824299,0.0002206199,0.0001837407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001809102,0.002262773,0.5529209,0.001186223,0.0006729146,0.003295975,0.03471146,0.000300746,0.002870136,0.0009057281,0.0003479583,0.3987161],"study_design_scores_gemma":[0.003484404,0.01329455,0.9049677,0.001162932,0.0008035716,0.00053967,0.0721956,0.000804947,0.001429618,0.00006791881,0.0009333946,0.0003157404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978142,0.0003239953,0.0001124788,0.0007727664,0.00006222301,0.0008220021,7.471239e-7,0.00003573321,0.00005588886],"genre_scores_gemma":[0.9932338,0.0001485946,0.00613162,0.0001783594,0.000186958,0.00001033544,0.0000102292,0.0000406418,0.00005948023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3984004,"threshold_uncertainty_score":0.7878647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111338026729394,"score_gpt":0.3016597363631692,"score_spread":0.2905259336902298,"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."}}