{"id":"W4213170664","doi":"10.1093/jcag/gwab049.248","title":"A249 RETROSPECTIVE CHART REVIEW OF PATIENTS WITH MALNUTRITION REQUIRING ADVANCED NUTRITIONAL SUPPORT POST BARIATRIC SURGERY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Malnutrition; Weight loss; Parenteral nutrition; Surgery; Obesity; Micronutrient; Multivitamin; Overweight; Comorbidity; Pediatrics; General surgery; Internal medicine; Vitamin","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":[0.0003544539,0.0002346286,0.00039005,0.001883486,0.0008051317,0.0005189402,0.0004495772,0.0003461378,0.004853551],"category_scores_gemma":[0.001633775,0.0003842567,0.0003299001,0.001899459,0.0003667229,0.0004509776,0.0004512917,0.0004061085,0.0005699614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007144177,"about_ca_system_score_gemma":0.0009837666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004931694,"about_ca_topic_score_gemma":0.006569006,"domain_scores_codex":[0.9993117,0.00009695954,0.0001829849,0.0001512694,0.0001366745,0.0001204161],"domain_scores_gemma":[0.9976302,0.0004575319,0.001261797,0.00007896239,0.0003032318,0.0002681182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008486024,0.00009106094,0.9794397,0.0002693558,0.00002805221,0.01359838,0.0006765726,0.00003308669,0.0004722968,0.00005374332,0.001130651,0.004122216],"study_design_scores_gemma":[0.00001218446,0.0005303462,0.9522787,0.0002359417,0.00005226842,0.0391284,0.00316377,0.0001056552,0.0004943577,0.00003826786,0.003933836,0.00002615584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926472,0.002625756,0.0001604422,0.0001396148,0.00003293964,0.000180016,0.001982929,0.00001741311,0.002213813],"genre_scores_gemma":[0.995748,0.001648663,0.0002722419,0.000154707,0.00004381885,0.00009106116,0.00144332,0.000006598167,0.0005916235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004931694,"threshold_uncertainty_score":0.01623672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006656907816303319,"score_gpt":0.211506729244154,"score_spread":0.2048498214278507,"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."}}