{"id":"W3191707319","doi":"10.1007/s11695-021-05637-x","title":"Metabolic Surgery Needs Stronger Scientific and Genetic Endorsements in Asian T2DM Patients with Low BMI","year":2021,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; MEDLINE; Metabolic syndrome; General surgery; Obesity; Internal medicine","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":[0.003127198,0.0002239372,0.0005499537,0.000584228,0.003128084,0.002635356,0.0004602199,0.0104462,0.00451652],"category_scores_gemma":[0.02607687,0.0002268015,0.0005835479,0.0008407668,0.001482125,0.001423444,0.0008822902,0.01291772,0.001087761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789122,"about_ca_system_score_gemma":0.003318544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007807396,"about_ca_topic_score_gemma":0.01712718,"domain_scores_codex":[0.9976221,0.0008742745,0.0004485473,0.0001879962,0.0004767231,0.000390326],"domain_scores_gemma":[0.9846272,0.007600957,0.00179478,0.0003482798,0.002069952,0.003558831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002252802,0.0001736042,0.1560777,0.0001875113,0.00015,0.01358711,0.001778399,0.00009365354,0.0004490616,0.005825074,0.7801591,0.04129343],"study_design_scores_gemma":[0.0007351646,0.0003558123,0.1736908,0.002352456,0.0005625114,0.04398273,0.02230841,0.001528759,0.0005732237,0.0360385,0.7175524,0.000319275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008377176,0.0006724237,0.00005571304,0.9816009,0.004919695,0.000004275867,0.00005398348,0.000006112566,0.004309812],"genre_scores_gemma":[0.09631563,0.001491446,0.0004235372,0.865364,0.03266606,0.00002781913,0.0000711229,0.00001696223,0.003623613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0104462,"threshold_uncertainty_score":0.01653844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140144698802037,"score_gpt":0.20877944625675,"score_spread":0.1947649763765463,"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."}}