{"id":"W4392679206","doi":"10.24875/cirue.m23000461","title":"Megarectosigmoid for chronic idiopathic constipation, sigmoidectomy with robot in the pediatric patient. First case in Mexico","year":2024,"lang":"en","type":"article","venue":"Cirugía y Cirujanos (English Edition)","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Constipation; Chronic constipation; Medicine; Robot; General surgery; Surgery; Artificial intelligence; Computer science","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":[0.0003588028,0.0003348067,0.0003976143,0.0004546274,0.0001759946,0.0001373947,0.0001458934,0.0001106152,0.0001045546],"category_scores_gemma":[0.0007978136,0.0002340148,0.0001537094,0.001206368,0.0001585604,0.0004267857,0.00003898043,0.0005646515,0.00002547175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452074,"about_ca_system_score_gemma":0.0003830751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005852543,"about_ca_topic_score_gemma":0.002039343,"domain_scores_codex":[0.9978318,0.00009743015,0.0005982487,0.0005938809,0.000382285,0.0004963816],"domain_scores_gemma":[0.9983076,0.000839463,0.00009605962,0.0003025493,0.000321495,0.0001328292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002930013,0.003079738,0.8133792,0.009569522,0.0002972301,0.06680663,0.02546085,0.001883126,0.001566035,0.006016719,0.0350781,0.03393279],"study_design_scores_gemma":[0.05013028,0.04941586,0.4486988,0.0205486,0.005011926,0.1651642,0.02362887,0.02474732,0.01622578,0.006258885,0.1818797,0.008289755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893557,0.003114188,0.0005123781,0.002154546,0.001130085,0.002063112,0.00009553319,0.0002282913,0.001346098],"genre_scores_gemma":[0.9959711,0.00006088283,0.0001302892,0.000374309,0.002253777,0.0009486502,0.0001175591,0.00004665867,0.00009681936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3646804,"threshold_uncertainty_score":0.9542848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302209619011226,"score_gpt":0.2354565801537671,"score_spread":0.2224344839636549,"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."}}