{"id":"W3212833863","doi":"10.17140/sroj-6-e004","title":"Laparoscopic Sleeve Gastrectomy for the Surgical Treatment of Obesity: Is It an Easy Procedure?","year":2021,"lang":"en","type":"article","venue":"Surgical Research - Open Journal","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biliopancreatic Diversion; Duodenal switch; Sleeve gastrectomy; Surgery; General surgery; Gastrectomy; Simplicity; Gastric bypass; Obesity; Weight loss; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819429,0.0002661282,0.0006213692,0.0007158305,0.0005533221,0.001705844,0.0004702328,0.001102005,0.005082269],"category_scores_gemma":[0.006790993,0.0001328623,0.0003840127,0.0007728471,0.001636671,0.003635522,0.000938344,0.001920768,0.001597191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353607,"about_ca_system_score_gemma":0.0006518727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005175876,"about_ca_topic_score_gemma":0.001537991,"domain_scores_codex":[0.9991428,0.0001908825,0.00009119899,0.0001071316,0.0003840368,0.00008402141],"domain_scores_gemma":[0.9969273,0.001172662,0.0007868835,0.0001349653,0.0004072508,0.0005708698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005069712,0.0001492638,0.02262138,0.001919818,0.0001479744,0.001132342,0.0003632465,0.00008242587,0.0009000693,0.004803124,0.0357313,0.9316421],"study_design_scores_gemma":[0.000515229,0.003026489,0.2015094,0.0214041,0.0008222774,0.08087607,0.008094547,0.001052453,0.00233678,0.0489938,0.6309947,0.0003741603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05694757,0.7684764,0.00362299,0.1498969,0.006847098,0.00002233382,0.0001523739,0.00009330417,0.01394102],"genre_scores_gemma":[0.2713668,0.6651475,0.005707044,0.02647592,0.0254156,0.00002798393,0.0003736499,0.00009853414,0.005386974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005082269,"threshold_uncertainty_score":0.01700193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.184118658096922,"score_gpt":0.4712772753556933,"score_spread":0.2871586172587712,"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."}}