{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002669712,0.0001688803,0.0002571528,0.0009053115,0.0001859713,0.00049504,0.0001425264,0.000242005,0.0006744566],"category_scores_gemma":[0.0005353022,0.0000983238,0.0001710144,0.001194739,0.0002974705,0.0001428629,0.0002747254,0.0002383132,0.0001637277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328792,"about_ca_system_score_gemma":0.0003413196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027105,"about_ca_topic_score_gemma":0.00390443,"domain_scores_codex":[0.9997615,0.00003588026,0.0000177962,0.00007030417,0.00006230178,0.00005225409],"domain_scores_gemma":[0.9997334,0.00005050173,0.0001174572,0.00001255575,0.00005660378,0.00002943611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005495033,0.00003601289,0.8397329,0.0002964342,0.00007743745,0.000777712,0.0004540587,0.0003734456,0.1418644,0.0001151631,0.0004765275,0.01524641],"study_design_scores_gemma":[0.000004556028,0.0001343579,0.989433,0.00003047241,0.00003541766,0.0009965119,0.0004246253,0.000348199,0.007246056,0.00009258332,0.001249099,0.000005216956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921103,0.002506904,0.001030473,0.0001023634,0.00001083463,0.00003498967,0.003508359,0.00002240872,0.0006732916],"genre_scores_gemma":[0.9910125,0.002259703,0.00246922,0.0002021087,0.00001777272,0.00007376148,0.003476257,0.000008745315,0.0004798883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027105,"threshold_uncertainty_score":0.004030585,"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."}}