{"id":"W3204290951","doi":"10.1097/pq9.0000000000000479","title":"A QI Partnership to Decrease CT Use for Pediatric Appendicitis in the Community Hospital Setting","year":2021,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Psychological intervention; Audit; Quality management; Baseline (sea); General partnership; Teamwork; Pediatric emergency medicine; Standardization; Community hospital; Quality assurance; Emergency department; Family medicine; Nursing; Service (business)","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":[0.007999346,0.0004101365,0.0001457361,0.0003965856,0.001486052,0.0009869622,0.001085386,0.0006766975,0.003379759],"category_scores_gemma":[0.01949414,0.0002755772,0.0003164601,0.0004696634,0.0008603336,0.001061089,0.005069186,0.001675263,0.0003701677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002614554,"about_ca_system_score_gemma":0.03745962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008351062,"about_ca_topic_score_gemma":0.01612108,"domain_scores_codex":[0.9927111,0.004735514,0.0002290409,0.0004877727,0.001007792,0.0008288737],"domain_scores_gemma":[0.9786624,0.002687507,0.003167713,0.000963604,0.002576483,0.0119423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000512062,0.009272294,0.1981102,0.001195725,0.0001520065,0.001156196,0.01283392,0.002892604,0.006422975,0.003754972,0.04053275,0.7231643],"study_design_scores_gemma":[0.003299283,0.02803071,0.6512042,0.002559502,0.0003121454,0.006663577,0.02875895,0.0201689,0.01563504,0.007175874,0.2359916,0.0002002885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748653,0.001653877,0.05103365,0.04323078,0.0005001996,0.005198603,0.0004831436,0.001602366,0.02143225],"genre_scores_gemma":[0.8836225,0.0007924741,0.1038197,0.005113237,0.00009029469,0.001368024,0.0003185474,0.00005138855,0.004823782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008351062,"threshold_uncertainty_score":0.04230511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017273548162455,"score_gpt":0.3576868604893007,"score_spread":0.2775141250076761,"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."}}