{"id":"W7117358497","doi":"10.1016/j.gie.2025.12.271","title":"Effects of different techniques of endoscopic gastroplasty on weight loss among patients with obesity: a randomized, single-center pragmatic trial","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Weight loss; Psychological intervention; Obesity; MEDLINE; Endoscopy; Gastric bypass; Clinical trial","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":[0.00506312,0.003371198,0.007668711,0.000669538,0.001195601,0.002306527,0.001521133,0.004672572,0.006869921],"category_scores_gemma":[0.008505048,0.001623461,0.006853303,0.000883271,0.002848165,0.002881632,0.001517761,0.005515718,0.0007125258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727019,"about_ca_system_score_gemma":0.001657174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129662,"about_ca_topic_score_gemma":0.002905257,"domain_scores_codex":[0.9948753,0.003308161,0.000397652,0.0007504466,0.0002364105,0.0004321767],"domain_scores_gemma":[0.9945904,0.002556059,0.001112037,0.0004553119,0.0002579746,0.001028227],"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":[0.992105,0.002471872,0.0004304594,0.0003758867,0.002052886,0.00001552641,0.00002808169,0.000101949,0.0002083602,0.00004983609,0.0001281119,0.00203205],"study_design_scores_gemma":[0.9753413,0.02162803,0.001017193,0.0000505571,0.001440699,0.00001126246,0.00003129089,0.0001771899,0.00006328859,0.0001269506,0.00009610865,0.0000162383],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817513,0.006783644,0.001394854,0.001375099,0.00129703,0.004737653,0.0008742978,0.00009802485,0.001688128],"genre_scores_gemma":[0.9880065,0.00170919,0.002630439,0.001534338,0.0008278781,0.003651894,0.0006415847,0.00002503518,0.0009731319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007668711,"threshold_uncertainty_score":0.02677661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004434596246355578,"score_gpt":0.2213874279509185,"score_spread":0.2169528317045629,"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."}}