{"id":"W4281620872","doi":"10.1097/nt.0000000000000540","title":"Bariatric Surgery","year":2022,"lang":"en","type":"article","venue":"Nutrition Today","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Niacin; Micronutrient; Stomach; Medicine; Digestion (alchemy); Gastroenterology; Surgery; Obesity; Biliopancreatic Diversion; Physiology; Internal medicine; Morbid obesity; Weight loss; Chemistry; Pathology","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":[0.0004599936,0.0008236938,0.0008808941,0.0008332037,0.00117094,0.001585439,0.0007144415,0.001265924,0.06693325],"category_scores_gemma":[0.002001052,0.0002142304,0.0009176272,0.0008302017,0.0003889923,0.0007630759,0.001544591,0.001838315,0.04001081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006995212,"about_ca_system_score_gemma":0.001167088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532283,"about_ca_topic_score_gemma":0.001637719,"domain_scores_codex":[0.9994296,0.00006893087,0.00005940995,0.0001036008,0.0002103951,0.0001278935],"domain_scores_gemma":[0.999385,0.00007293611,0.0000725026,0.00006942727,0.0001702009,0.0002298426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008195001,0.0006060306,0.01633773,0.001962664,0.0002738604,0.004756356,0.0001749258,0.0002396433,0.002924002,0.005097829,0.277072,0.6897354],"study_design_scores_gemma":[0.0002328087,0.0004915384,0.0239688,0.00155022,0.0002030032,0.02020839,0.0002441786,0.0002256244,0.0009220663,0.004540053,0.9473348,0.00007847421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05425548,0.2134917,0.01291649,0.02624174,0.02604436,0.0006961276,0.007567965,0.00220347,0.6565827],"genre_scores_gemma":[0.3420966,0.1805398,0.0218371,0.03564001,0.01376218,0.0009467258,0.01713532,0.0008554551,0.3871868],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06693325,"threshold_uncertainty_score":0.223914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396650434532253,"score_gpt":0.2533759890925705,"score_spread":0.229409484747248,"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."}}