{"id":"W2927362988","doi":"10.14740/gr1149","title":"A Novel Care Model for Neonatal Intestinal Failure Patients Is Associated With Cost Savings and Improved Outcomes","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enteral administration; Cohort; Gestational age; Parenteral nutrition; Neonatal intensive care unit; Intestinal failure; Pediatrics; Birth weight; Medical record; Emergency medicine; Intensive care medicine; Internal medicine; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188902,0.0002765212,0.0001909702,0.0003466906,0.0004577898,0.001276696,0.000832545,0.0004607383,0.001724949],"category_scores_gemma":[0.0027686,0.0000955956,0.0003508263,0.0002218944,0.000262548,0.0007300308,0.001084698,0.0004819703,0.0002601098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961563,"about_ca_system_score_gemma":0.003157093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002967755,"about_ca_topic_score_gemma":0.005195824,"domain_scores_codex":[0.9993663,0.0002366611,0.00004300262,0.0001055929,0.0001541349,0.00009424013],"domain_scores_gemma":[0.9990838,0.0001467952,0.0002528114,0.00007325593,0.0001354594,0.0003079713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001857715,0.009969597,0.4935793,0.0003308244,0.0002449543,0.002760152,0.001311367,0.04436255,0.005742328,0.009460264,0.03050041,0.3998806],"study_design_scores_gemma":[0.003023242,0.01849593,0.4003442,0.0006519869,0.0005444355,0.01313985,0.004229428,0.4939547,0.007216672,0.0135807,0.04459859,0.000220341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422505,0.0004282764,0.04376797,0.006108968,0.0001972524,0.0005636654,0.0002695334,0.0004894103,0.005924353],"genre_scores_gemma":[0.9429527,0.0003007206,0.05386345,0.0007613324,0.00009893213,0.000370409,0.0004803841,0.00002655051,0.001145409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002967755,"threshold_uncertainty_score":0.01423216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347080546649221,"score_gpt":0.3469139723587485,"score_spread":0.3034431668922563,"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."}}