{"id":"W4413044695","doi":"10.1007/s11695-025-08145-4","title":"Intragastric Balloon for Treatment of Overweight and Obesity: Which Is the Best Filling Volume? A Single-Center Randomized Study","year":2025,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Nausea; Vomiting; Weight loss; Overweight; Balloon; Body mass index; Adverse effect; Surgery; Anesthesia; Single Center; 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":[0.005676967,0.002030511,0.009253764,0.0006352618,0.001093004,0.002406781,0.001826281,0.003703426,0.006814812],"category_scores_gemma":[0.007274101,0.001808626,0.005613046,0.001070098,0.003086461,0.002848623,0.001185682,0.004691162,0.0008771823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408087,"about_ca_system_score_gemma":0.001944076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826369,"about_ca_topic_score_gemma":0.003012183,"domain_scores_codex":[0.9955609,0.002772541,0.0003743928,0.0006531936,0.0002950658,0.0003439001],"domain_scores_gemma":[0.9932075,0.00328856,0.001416603,0.0007225671,0.0003647547,0.0009999167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9875531,0.004712605,0.0009679209,0.0003885572,0.002525972,0.00001572297,0.00003911001,0.0001117272,0.0003047104,0.00005638736,0.0001705647,0.003153675],"study_design_scores_gemma":[0.9620488,0.03184761,0.002098846,0.00006771272,0.003154826,0.00001713359,0.00005050906,0.000302747,0.00009787843,0.0001286193,0.0001589551,0.00002636752],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854885,0.006799632,0.001478484,0.0007828303,0.0009811085,0.002722378,0.0005816807,0.00007598099,0.001089545],"genre_scores_gemma":[0.9888521,0.002594537,0.002600803,0.001269674,0.0009033749,0.002405792,0.0005736451,0.00002914784,0.000771035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009253764,"threshold_uncertainty_score":0.03002304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393180176898526,"score_gpt":0.2597987805887183,"score_spread":0.235866978819733,"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."}}