{"id":"W4206919343","doi":"10.2196/preprints.33158","title":"An Advanced Nursing Directive for Children With Suspected Appendicitis: Protocol for a Quality Improvement Feasibility Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Emergency department; Triage; Appendicitis; Quality management; Test (biology); Protocol (science); Directive; Medical emergency; Nursing; Operations management; Surgery; Computer science","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":[0.08500798,0.002602092,0.003341415,0.003881994,0.004069705,0.004027375,0.003002122,0.003890129,0.05393649],"category_scores_gemma":[0.07438903,0.002395563,0.003540563,0.004419393,0.002399349,0.004237304,0.003042667,0.005418331,0.01105078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008502378,"about_ca_system_score_gemma":0.03552111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859861,"about_ca_topic_score_gemma":0.005563568,"domain_scores_codex":[0.9443518,0.03602805,0.01067618,0.002099478,0.00421134,0.002633091],"domain_scores_gemma":[0.9369156,0.01765268,0.009465625,0.006192078,0.02537555,0.004398506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1811737,0.08542912,0.01631674,0.09085254,0.001483707,0.002558061,0.01648086,0.01041807,0.009933596,0.02264715,0.2377124,0.324994],"study_design_scores_gemma":[0.2485727,0.08129353,0.07486393,0.05006474,0.0006948315,0.0007227468,0.01663426,0.009042494,0.007464598,0.01020837,0.4994516,0.0009861528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007400996,0.00003615285,0.0008334109,0.0001381021,0.00007846416,0.9972124,0.000570813,0.00002193812,0.0003687861],"genre_scores_gemma":[0.0004899306,0.00003495141,0.001921615,0.00007804611,0.00001224536,0.9972612,0.0001234299,0.000001773304,0.00007682138],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08500798,"threshold_uncertainty_score":0.4495705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054976848776219,"score_gpt":0.4283003434985374,"score_spread":0.3777505750107751,"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."}}