{"id":"W4391933016","doi":"10.1001/jamapediatrics.2023.6721","title":"Gene Expression Profiling in Pediatric Appendicitis","year":2024,"lang":"en","type":"letter","venue":"JAMA Pediatrics","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Simon Fraser University; University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Appendicitis; Abdominal pain; Population; Emergency department; Internal medicine; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000497461,0.0006613109,0.0009569611,0.001951573,0.00006954208,0.0001964492,0.0003673096,0.001641608,0.0004197259],"category_scores_gemma":[0.0002402652,0.0006018441,0.0003675575,0.001218596,0.00003831379,0.0001596305,0.0004616942,0.004197059,0.001576693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004192961,"about_ca_system_score_gemma":0.0003018749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005940979,"about_ca_topic_score_gemma":0.000004255864,"domain_scores_codex":[0.9954557,0.00009562595,0.0009812401,0.001212443,0.001299658,0.0009552749],"domain_scores_gemma":[0.9983881,0.0002642221,0.0003265295,0.0007419055,0.00009909942,0.0001802196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002141004,0.0001046156,0.02706023,0.004381003,0.00002268386,0.01508565,0.00006576676,0.000004533389,0.00001637857,0.00002269627,0.9514975,0.001717553],"study_design_scores_gemma":[0.002069417,0.0002776457,0.005897654,0.00057053,0.001517289,0.0001633569,0.0000493232,0.00006891095,0.0004250889,0.000392022,0.987617,0.000951723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04062378,0.0371693,0.000312061,0.8827903,0.006328814,0.004760391,0.0004774176,0.0008514481,0.02668649],"genre_scores_gemma":[0.01225115,0.05111373,0.006469331,0.8181113,0.09528926,0.0008210667,0.005332611,0.0006078556,0.0100037],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08896045,"threshold_uncertainty_score":0.9996545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960298833753735,"score_gpt":0.2696395368721107,"score_spread":0.2500365485345734,"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."}}