{"id":"W4396221503","doi":"10.21037/tp-23-584","title":"Spontaneous intestinal perforation among very preterm infants in China: a multicenter cohort study","year":2024,"lang":"en","type":"article","venue":"Translational Pediatrics","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Public Health Ontario; University of Toronto; McMaster University; Impact","funders":"Shengjing Hospital; Soochow University; Nanjing Medical University; Xinjiang Medical University; Canadian Institutes of Health Research; Anhui Medical University; Zhejiang University; Qingdao University; Jilin University; China Medical University; Fudan University; Zhengzhou University; Chongqing Medical University; National Key Research and Development Program of China; University of Toronto; Wenzhou Medical University","keywords":"Medicine; Multicenter study; Perforation; Cohort study; Pediatrics; Cohort; China; Surgery; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005046509,0.000168823,0.0001832102,0.0004272091,0.0001172057,0.0001054439,0.00009164876,0.00009724744,0.0001455764],"category_scores_gemma":[0.0000549168,0.0001741536,0.00006745365,0.0004845043,0.00003196252,0.0003865455,0.000008763191,0.0004286838,0.00005664604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266298,"about_ca_system_score_gemma":0.00008175481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002278245,"about_ca_topic_score_gemma":0.000793274,"domain_scores_codex":[0.9983284,0.0001104579,0.0004825163,0.0003464822,0.0004674438,0.0002647194],"domain_scores_gemma":[0.9994579,0.0002233068,0.00005052176,0.0001220974,0.00006687879,0.00007929599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004995358,0.0003033802,0.9933069,0.0001968618,0.000008400973,0.0003211732,0.00350562,0.000413833,0.00001853985,0.00008724225,0.0002045067,0.001134022],"study_design_scores_gemma":[0.001012373,0.0002114818,0.9551602,0.00006521102,0.0000680857,0.00008818861,0.00008077489,0.042699,0.000006175386,0.0002602107,0.0001635674,0.0001847469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953946,0.0002837608,0.0002998406,0.0005851587,0.000979042,0.001175047,0.00004390327,0.000160532,0.001078076],"genre_scores_gemma":[0.9985282,0.00003355905,0.000471774,0.00009641451,0.0005929606,0.00004925893,0.0001558011,0.00002905524,0.00004298964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04228517,"threshold_uncertainty_score":0.7101778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225634757600987,"score_gpt":0.2855883586763389,"score_spread":0.2733320111003291,"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."}}