{"id":"W4409089054","doi":"10.1001/jamasurg.2025.0396","title":"Surgery for Appendicitis—Still Controversial?","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Appendicitis; General surgery; MEDLINE; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008147554,0.0002071827,0.0007999624,0.0004934588,0.00009974013,0.00006269445,0.00007444653,0.0001416809,0.0004094107],"category_scores_gemma":[0.001382635,0.000194807,0.0005836432,0.0003119345,0.00007385798,0.0001341009,0.00006552223,0.0001290919,0.00008164089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119356,"about_ca_system_score_gemma":0.0002267819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009476212,"about_ca_topic_score_gemma":0.000009326374,"domain_scores_codex":[0.9983125,0.00004232452,0.0005082214,0.0003940571,0.0002518887,0.0004909584],"domain_scores_gemma":[0.9957847,0.003447214,0.0001410784,0.0003629203,0.0001211365,0.0001429623],"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":[0.0003160728,0.0001866419,0.07982949,0.0003713721,0.0002390016,0.000126491,0.00001589431,0.000001222618,0.0000750078,0.006948233,0.8414564,0.07043417],"study_design_scores_gemma":[0.001228552,0.00003398551,0.1164387,0.0006879689,0.0002421486,0.0000124628,0.0001175905,0.00009672254,0.0009760965,0.0006404073,0.8793213,0.0002040824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6923607,0.008403965,0.03671934,0.1117894,0.01260675,0.006561465,0.0003721248,0.001129568,0.1300567],"genre_scores_gemma":[0.9766346,0.0006849292,0.0002069841,0.01607549,0.0004608668,0.0002865075,0.0002402499,0.00003300632,0.005377328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842739,"threshold_uncertainty_score":0.7943999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313400535852104,"score_gpt":0.2839541500027646,"score_spread":0.2608201446442435,"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."}}