{"id":"W2997753605","doi":"10.1111/pan.13811","title":"Reducing postoperative pain in children undergoing strabismus surgery: From bundle implementation to clinical decision support tools","year":2019,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pacu; Perioperative; Incidence (geometry); Strabismus surgery; Surgery; Anesthesia; Strabismus","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":[0.003177607,0.0002580685,0.0006172499,0.0003633277,0.00006620004,0.00007091922,0.000151233,0.0001469571,0.0008804245],"category_scores_gemma":[0.0003086046,0.0002389082,0.000191191,0.0005496725,0.00001678535,0.0002093144,0.00003367789,0.0002362836,0.0005824959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397979,"about_ca_system_score_gemma":0.0003605032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005048077,"about_ca_topic_score_gemma":0.00004690274,"domain_scores_codex":[0.9970959,0.000428797,0.0009213886,0.0006522901,0.0004617576,0.0004398079],"domain_scores_gemma":[0.9971353,0.001945452,0.0001889398,0.0004318583,0.00006444202,0.0002339885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827191,0.0001900695,0.9450598,0.00001992715,0.00002887233,0.0001021824,0.000317861,0.00006925522,0.000007334826,0.0000467795,0.007743107,0.04623211],"study_design_scores_gemma":[0.001178127,0.0008850987,0.9939629,0.00005643563,0.0001101171,0.00005497045,0.0006385201,0.00008876264,0.00001495907,0.00007950214,0.0026572,0.000273369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947752,0.00009420718,0.0009790425,0.002449709,0.00006135924,0.001468368,0.000002179455,0.0000702148,0.00009974685],"genre_scores_gemma":[0.9887347,0.0002270767,0.004112161,0.005835784,0.0005027414,0.0000418315,0.0002857138,0.00004507535,0.0002149475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04890316,"threshold_uncertainty_score":0.9742395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429949776667231,"score_gpt":0.3175192356443657,"score_spread":0.2932197378776934,"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."}}