{"id":"W2087291540","doi":"10.1007/s11695-007-9025-2","title":"Interdisciplinary European Guidelines for Surgery for Severe (Morbid) Obesity","year":2007,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine; Guideline; Obesity; Severe obesity; Ethnic group; Obesity Surgery; Diversity (politics); Management of obesity; Expert opinion; Family medicine; Political science; Pathology; Law; Weight loss; Gastric bypass","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":[0.005079659,0.001187325,0.001010498,0.00304459,0.00068346,0.001362697,0.001612457,0.002805975,0.004797386],"category_scores_gemma":[0.007234791,0.0003151036,0.002301872,0.002751902,0.0007604032,0.0006952132,0.00167006,0.003009315,0.001468433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626736,"about_ca_system_score_gemma":0.005208676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00800053,"about_ca_topic_score_gemma":0.01520405,"domain_scores_codex":[0.9953744,0.001390907,0.001538573,0.0001741616,0.001052084,0.0004698652],"domain_scores_gemma":[0.9939768,0.001407934,0.001453712,0.0001593998,0.002240252,0.0007618082],"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":[0.0003653189,0.0003898003,0.01679741,0.005086474,0.0004432371,0.001546539,0.0007156428,0.002678776,0.001491655,0.01337606,0.5658039,0.3913052],"study_design_scores_gemma":[0.0002727212,0.0001586359,0.08462558,0.01481943,0.000510523,0.00528284,0.0008904758,0.0009496013,0.0008538607,0.005992031,0.8855392,0.0001051758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03008923,0.5556058,0.04451132,0.151257,0.03677758,0.001669294,0.01117866,0.0009694262,0.1679417],"genre_scores_gemma":[0.200719,0.314808,0.2533013,0.08528023,0.01365062,0.005856589,0.03645073,0.0008779117,0.08905565],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00800053,"threshold_uncertainty_score":0.02686411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09344144827883866,"score_gpt":0.351162751608289,"score_spread":0.2577213033294504,"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."}}