{"id":"W7162135962","doi":"10.82308/4162","title":"Feeding practices in open abdomen following laparotomy: an assessment of nutrition adequacy and clinical outcomes","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abdomen; Energy expenditure; Parenteral nutrition; Clinical nutrition; Closure (psychology); Resting energy expenditure; Prospective cohort study; Retrospective cohort study; Malnutrition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001135779,0.0001753799,0.0008140001,0.0001940976,0.0000736414,0.00005155636,0.0001818219,0.0002257234,0.0001370497],"category_scores_gemma":[0.000492149,0.0001294197,0.0001580442,0.0001377873,0.00002401115,0.0005759055,0.00005325729,0.0002766156,0.000003628204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006039185,"about_ca_system_score_gemma":0.0002590372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363824,"about_ca_topic_score_gemma":0.0003462728,"domain_scores_codex":[0.998263,0.0001351672,0.0008116185,0.0004029926,0.0002319641,0.0001552699],"domain_scores_gemma":[0.9977179,0.0009251251,0.0008375539,0.0002938518,0.000102718,0.0001229157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004306306,0.001858248,0.9721599,0.0003317186,0.0002911525,0.00001775137,0.0001621065,2.858602e-8,0.00211823,0.002497136,0.0001207777,0.0200123],"study_design_scores_gemma":[0.001539975,0.0003338729,0.9916483,0.001253675,0.0003202805,0.000004508789,0.002826562,0.00003442773,0.0002642763,0.0008481132,0.000744604,0.0001814246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611771,0.00006810584,0.00003088612,0.000878946,0.0002271102,0.001475884,0.000006643987,0.00002108992,0.03611423],"genre_scores_gemma":[0.9914296,0.0002914211,0.004072864,0.0001057002,0.00009425568,0.0003499077,0.0003148248,0.00002228761,0.003319114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279511,"threshold_uncertainty_score":0.5277582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118700751807672,"score_gpt":0.5360318840382445,"score_spread":0.4173311322305726,"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."}}