{"id":"W4308732129","doi":"10.1136/wjps-2022-000466","title":"Development and evaluation of a patient decision aid for pediatric interval appendectomy","year":2022,"lang":"en","type":"article","venue":"World Journal of Pediatric Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Interval (graph theory); Intensive care medicine; General surgery; Medical physics; Mathematics","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":[0.004344747,0.0003631936,0.0002328075,0.0003137809,0.0003645711,0.0006987516,0.0005626713,0.0004184594,0.002971116],"category_scores_gemma":[0.01951888,0.0001445667,0.0003311378,0.0001549775,0.00028315,0.0006084536,0.0008232527,0.0006676294,0.0004444634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004907898,"about_ca_system_score_gemma":0.001292997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003195946,"about_ca_topic_score_gemma":0.0006831842,"domain_scores_codex":[0.9965977,0.002329412,0.0002876444,0.0001206924,0.000529776,0.0001347952],"domain_scores_gemma":[0.9915617,0.004989826,0.0009505496,0.0002522525,0.001300421,0.000945163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00335229,0.01365156,0.279932,0.001388821,0.0001252473,0.003420328,0.02290571,0.002515143,0.01238044,0.0005867716,0.005333377,0.6544082],"study_design_scores_gemma":[0.003318581,0.1247677,0.5634861,0.002593539,0.0007361171,0.01969777,0.05373848,0.03433798,0.06618599,0.00176847,0.1289627,0.0004065019],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931321,0.0002063374,0.003091268,0.0004119351,0.0000375658,0.0007744778,0.000124647,0.00007985307,0.00214179],"genre_scores_gemma":[0.9395626,0.0004530177,0.05731048,0.0002379112,0.00002157771,0.000972449,0.0002326573,0.00001443709,0.001194816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004344747,"threshold_uncertainty_score":0.02297747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718007925412512,"score_gpt":0.3064385718264239,"score_spread":0.2592584925722988,"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."}}