{"id":"W2083030113","doi":"10.1038/pr.2011.1016","title":"Predictors of Intestinal Failure and Outcome Following Necrotizing Enterocolitis","year":2011,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Necrotizing enterocolitis; Laparotomy; Gestational age; Parenteral nutrition; Short bowel syndrome; Pediatrics; Retrospective cohort study; Birth weight; Low birth weight; Mortality rate; Surgery; Internal medicine; Pregnancy","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":[0.0008099523,0.0003345738,0.0005142885,0.0007003176,0.0006479961,0.0008136879,0.000456899,0.0008836632,0.002331423],"category_scores_gemma":[0.00627629,0.0002315303,0.0005499945,0.0008214704,0.0006104777,0.000847506,0.0006759875,0.001747681,0.0003398152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382788,"about_ca_system_score_gemma":0.0006272338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760091,"about_ca_topic_score_gemma":0.002703609,"domain_scores_codex":[0.9994822,0.0001433949,0.00006269445,0.00004517676,0.00006476779,0.0002017081],"domain_scores_gemma":[0.9925385,0.002033746,0.00248181,0.0002208634,0.0004542712,0.002270924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002894585,0.00005834653,0.9985672,0.000005462616,0.00001892263,0.0002336752,0.00003095411,0.00005189012,0.00008063262,0.00001091579,0.00004914039,0.0006033333],"study_design_scores_gemma":[0.000006084376,0.0002876818,0.9983347,0.000009346159,0.00002549792,0.0006380953,0.0003089502,0.0002168605,0.00005812054,0.00005064323,0.00005799845,0.000006064321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988691,0.0002754837,0.00004213764,0.00007881203,0.00001324166,0.0000035391,0.00006351226,0.000003009961,0.0006512515],"genre_scores_gemma":[0.9996432,0.0001001745,0.00003014525,0.0000145602,0.00002034477,0.000002698225,0.00009853997,0.000001650689,0.00008869532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760091,"threshold_uncertainty_score":0.007799447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291042166724008,"score_gpt":0.3932832006468383,"score_spread":0.2641789839744375,"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."}}