{"id":"W3142301727","doi":"10.1097/sla.0000000000000448","title":"Irrigation Versus Suction Alone During Laparoscopic Appendectomy for Perforated Appendicitis","year":2013,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; General surgery; Appendicitis; Suction","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.0003712708,0.0004060474,0.001196483,0.0006175566,0.0001250003,0.00003229946,0.0001205676,0.0005810194,0.0006914794],"category_scores_gemma":[0.0001906518,0.0004037495,0.0004913826,0.000267154,0.0001070219,0.0002300029,0.00005860306,0.0005396588,0.000160881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006632796,"about_ca_system_score_gemma":0.0001113668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003001625,"about_ca_topic_score_gemma":0.000004694012,"domain_scores_codex":[0.9973435,0.00006342924,0.0007989581,0.0005758854,0.0005842503,0.0006339186],"domain_scores_gemma":[0.9977925,0.0005153108,0.0006650311,0.0004932791,0.0004256242,0.0001081971],"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":[0.0003475315,0.00009421782,0.001488333,0.003376415,0.0004196365,0.0001323768,0.00002419658,0.000006569059,0.0001830286,0.00002526488,0.9919819,0.00192048],"study_design_scores_gemma":[0.006574165,0.000671537,0.05070003,0.00477258,0.0009179983,0.00005689159,0.0001213962,0.0000950505,0.04668051,0.0003555924,0.8879114,0.001142787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6280766,0.001119817,0.00005118098,0.3638565,0.002442891,0.002419817,0.0001880029,0.0001696009,0.001675602],"genre_scores_gemma":[0.719519,0.004202105,0.0001957826,0.2499805,0.006721256,0.001324103,0.01217375,0.000308428,0.005575086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113876,"threshold_uncertainty_score":0.9998415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2300141679714975,"score_gpt":0.3491989668161453,"score_spread":0.1191847988446478,"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."}}