{"id":"W2003945679","doi":"10.1381/096089202320995673","title":"Weight Loss after Swedish Adjustable Gastric Banding: Relationships to Insulin Resistance and Metabolic Syndrome","year":2002,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Metabolic syndrome; Insulin resistance; Dyslipidemia; Internal medicine; Obesity; Weight loss; Endocrinology; Insulin","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":[0.0006070544,0.0003436443,0.0003823313,0.0006278935,0.0003348534,0.000718026,0.0002853285,0.001029179,0.002392443],"category_scores_gemma":[0.00445046,0.0002185428,0.0008431334,0.0009514033,0.0002634331,0.000510444,0.0003356919,0.001289355,0.0002993468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831171,"about_ca_system_score_gemma":0.0004230425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003879903,"about_ca_topic_score_gemma":0.003878881,"domain_scores_codex":[0.9997047,0.00009049217,0.00004669052,0.00003396001,0.00005063377,0.00007351736],"domain_scores_gemma":[0.997555,0.0008418137,0.0008510649,0.0001037334,0.0001550688,0.000493322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002857983,0.0003110089,0.9921245,0.00002651989,0.000228644,0.0001362576,0.00005172212,0.00009379225,0.0003465722,0.00002233739,0.00009807004,0.00370269],"study_design_scores_gemma":[0.00002517096,0.0004076834,0.9989061,0.000007625734,0.0001154149,0.0001605199,0.00008024384,0.0001128589,0.00006568714,0.000026578,0.00008848803,0.000003636922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998549,0.000823868,0.00002466409,0.000141001,0.00002491784,0.000002367936,0.0000833964,0.000003525591,0.0003471716],"genre_scores_gemma":[0.9990614,0.0003820043,0.00003784346,0.00004670664,0.00003158895,0.000002929816,0.0002112765,0.000002662068,0.0002234936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003879903,"threshold_uncertainty_score":0.008003533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819339156428713,"score_gpt":0.2209338234561697,"score_spread":0.1927404318918826,"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."}}