{"id":"W2099367251","doi":"10.1016/s0016-5107(03)02027-3","title":"A novel endoscopic full-thickness plicator for the treatment of GERD: a pilot study","year":2003,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"GERD; Medicine; General surgery; Internal medicine; Reflux; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239656,0.0003722352,0.0005798868,0.0001053197,0.0001647183,0.0000207398,0.0001451536,0.000020691,0.00009304084],"category_scores_gemma":[0.0003890558,0.000227959,0.0001866562,0.0002149935,0.0001378407,0.00004248974,0.00001676117,0.0001102526,0.00002882039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154994,"about_ca_system_score_gemma":0.000216697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007062541,"about_ca_topic_score_gemma":0.00001616654,"domain_scores_codex":[0.9981359,0.00006910077,0.0004632024,0.000461011,0.0003374325,0.0005333774],"domain_scores_gemma":[0.9979969,0.000755912,0.0002014119,0.0006413805,0.0001849368,0.0002194936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004360102,0.03515716,0.642172,0.0001706825,0.000807214,0.0004283876,0.0005823954,0.0000365646,0.3137352,0.0009417937,0.0001008267,0.001507611],"study_design_scores_gemma":[0.08963113,0.4568223,0.4011935,0.0004744253,0.003976488,0.01786558,0.001493267,0.0003259275,0.02642994,0.0002334369,0.001144717,0.0004092692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417402,0.000166711,0.05325607,0.0001127738,0.0001660798,0.004001673,0.00007367413,0.00007775484,0.0004050338],"genre_scores_gemma":[0.8872482,0.000008843415,0.1110905,0.00004737351,0.00008708182,0.000891822,0.00001443758,0.00004497065,0.0005668418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216652,"threshold_uncertainty_score":0.9295899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997814842153436,"score_gpt":0.320657009192414,"score_spread":0.2706788607708797,"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."}}