{"id":"W2624885345","doi":"10.1111/j.1467-789x.2010.00763_7.x","title":"Body composition and Metabolic changes after Sequential VLED and Bariatric surgery in .","year":2010,"lang":"en","type":"article","venue":"ResearchSpace (University of Auckland)","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Weight loss; Composition (language); Obesity; Surgery; Internal medicine","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":[0.0006298954,0.00008903913,0.0003468842,0.0006242939,0.00007621996,0.00001334933,0.00004542236,0.0001215049,0.0002139032],"category_scores_gemma":[0.00007216556,0.00009105679,0.00005660472,0.0003689634,0.0001752271,0.0001386153,0.0001079438,0.0003115026,0.000004850016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001318604,"about_ca_system_score_gemma":0.00008676628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072136,"about_ca_topic_score_gemma":0.001374693,"domain_scores_codex":[0.9991582,0.0001022043,0.00007219762,0.0002034775,0.0002303816,0.000233561],"domain_scores_gemma":[0.9992412,0.0003216604,0.00004378142,0.0001490125,0.00006639217,0.0001779606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522828,0.000115112,0.9709327,0.0002019086,0.00008211943,0.000410667,0.000957144,2.095091e-7,0.02091396,0.0003400819,0.0006656293,0.003857673],"study_design_scores_gemma":[0.001182368,0.00004562438,0.9955786,0.00003158677,0.00007515267,0.00005399481,0.0003490136,0.000161732,0.0005532178,0.00004360526,0.00183044,0.00009465739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938739,0.0006395478,0.00002268738,0.004994057,0.00007165563,0.0001704407,0.00001025604,0.00001720562,0.0002002399],"genre_scores_gemma":[0.997496,0.0015949,0.0002952724,0.00003129337,0.00006390805,5.175548e-7,0.00001252105,0.000006941971,0.0004986406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02464594,"threshold_uncertainty_score":0.3713188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929414808949363,"score_gpt":0.2563462169358832,"score_spread":0.2370520688463896,"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."}}