{"id":"W6957847363","doi":"10.60692/zrayj-8ja63","title":"IFSO Consensus on Definitions and Clinical Practice Guidelines for Obesity Management—an International Delphi Study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Delphi method; Consensus conference; Clinical Practice; Obesity; Sleeve gastrectomy; Voting; MEDLINE; Delphi","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2206104,0.0009029258,0.001034911,0.01005644,0.003218708,0.004393829,0.00191473,0.002859509,0.004872159],"category_scores_gemma":[0.2086259,0.0008882885,0.002051406,0.006897606,0.003189243,0.004111591,0.009982924,0.002697982,0.0008768026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008307729,"about_ca_system_score_gemma":0.01718324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385883,"about_ca_topic_score_gemma":0.002557016,"domain_scores_codex":[0.8172294,0.1407338,0.01762299,0.003268357,0.0119536,0.009191778],"domain_scores_gemma":[0.8191438,0.1122292,0.01164126,0.007148596,0.04429149,0.005545654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002086137,0.001587084,0.2650125,0.008640531,0.0005829644,0.0008901879,0.4059253,0.00275339,0.002084298,0.02478579,0.02986811,0.2557836],"study_design_scores_gemma":[0.000943622,0.003206842,0.235768,0.01821286,0.0004410718,0.001369881,0.6000313,0.01165839,0.001555608,0.01187353,0.1144802,0.0004588477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718655,0.003564256,0.02713766,0.01568063,0.000737805,0.03175873,0.002445383,0.0001294584,0.04668053],"genre_scores_gemma":[0.9257336,0.001695209,0.02416723,0.003782926,0.0001231736,0.04173143,0.001560783,0.00007382871,0.001131977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206104,"threshold_uncertainty_score":0.9611261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2957529718737013,"score_gpt":0.4072772262911059,"score_spread":0.1115242544174046,"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."}}