{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01458143,0.0006939436,0.0018774,0.003560221,0.003093879,0.007075162,0.003107358,0.01525011,0.01161868],"category_scores_gemma":[0.0623055,0.000559283,0.001804626,0.004843692,0.007591436,0.01110029,0.003271971,0.01559118,0.003737508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004434864,"about_ca_system_score_gemma":0.01145873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006655088,"about_ca_topic_score_gemma":0.01514097,"domain_scores_codex":[0.990891,0.003318578,0.002123004,0.0007834462,0.002108276,0.0007757032],"domain_scores_gemma":[0.9416872,0.02492584,0.008580514,0.001491282,0.01376861,0.009546529],"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":[0.0008999276,0.0002740403,0.01299573,0.004412264,0.0005294575,0.001008885,0.0003503577,0.0002030153,0.0003067862,0.02026492,0.6964386,0.262316],"study_design_scores_gemma":[0.0008377473,0.0003427936,0.03314666,0.02853335,0.0008735636,0.002734514,0.004228385,0.0002844527,0.0001844606,0.04086661,0.8877813,0.0001862159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007098715,0.1645992,0.00008818206,0.8079635,0.02249582,0.000008004667,0.000136816,0.000008419548,0.003990344],"genre_scores_gemma":[0.02535934,0.2415701,0.0006574994,0.4996143,0.2308821,0.00006300423,0.000375295,0.00003200283,0.001446384],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01525011,"threshold_uncertainty_score":0.07711488,"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."}}