{"id":"W2184516598","doi":"10.1097/sla.0000000000001027","title":"Reply to Letter","year":2015,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Humanities; General 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":[0.0005241316,0.0002688252,0.0009835112,0.0003246788,0.00002437873,0.00001442148,0.0001136555,0.0003767031,0.0003235983],"category_scores_gemma":[0.0002426168,0.0002191713,0.0004112368,0.0002148027,0.00008781465,0.00005362957,0.00005796469,0.0006707331,0.0004909368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001246352,"about_ca_system_score_gemma":0.0002304884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002137929,"about_ca_topic_score_gemma":4.195342e-7,"domain_scores_codex":[0.9979223,0.00004646734,0.0005405155,0.0003417792,0.0006436005,0.000505332],"domain_scores_gemma":[0.9984223,0.0002298296,0.0001934544,0.0005152995,0.0004766399,0.0001625111],"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":[0.00008501148,0.00002852927,0.0003733413,0.0004799824,0.00009518848,0.002133227,0.00005280684,1.046971e-7,0.0002738983,0.000004435882,0.9950544,0.001419021],"study_design_scores_gemma":[0.0000525135,0.00009218384,0.0005781059,0.000766004,0.00004157916,0.0001007594,0.000007053726,1.589144e-7,0.005371703,0.00008573269,0.99268,0.0002242818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01861651,0.0005369398,0.000001478803,0.9725249,0.0007921469,0.0002012745,0.00008395722,0.00005297546,0.007189763],"genre_scores_gemma":[0.002334847,0.00008422371,0.0000580754,0.9769279,0.007967257,0.00002066881,0.0002481893,0.00005546632,0.01230332],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01628166,"threshold_uncertainty_score":0.8937548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2500710336715283,"score_gpt":0.3468195176397748,"score_spread":0.09674848396824653,"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."}}