{"id":"W4385803745","doi":"10.1016/j.jcin.2023.07.004","title":"What Have We Learned From the 3-Year Outcomes of the Amulet IDE Trial?","year":2023,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Randomized controlled trial; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0007107853,0.0004988988,0.001598323,0.0001564954,0.0002009888,0.0001574726,0.0007130002,0.0005473887,0.0004029431],"category_scores_gemma":[0.0006267905,0.0002641212,0.01560019,0.0002882968,0.0002092663,0.0001325258,0.0004070439,0.001668175,0.0005663192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580672,"about_ca_system_score_gemma":0.0001027269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004021892,"about_ca_topic_score_gemma":0.000060473,"domain_scores_codex":[0.9958043,0.0008007524,0.0008857928,0.0006605855,0.001392635,0.0004559271],"domain_scores_gemma":[0.9958692,0.0004680812,0.0003684796,0.00301774,0.0002005344,0.00007593891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002686573,0.0002981347,0.009594689,0.0004630483,0.05615778,0.001414256,0.0002700097,0.00002235954,0.000002319076,0.00001558794,0.9248477,0.00664545],"study_design_scores_gemma":[0.0476418,0.0006419278,0.1321971,0.005595215,0.03216208,0.00006272124,0.0008465519,0.000007271866,0.0001514077,0.001258884,0.779011,0.0004239806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03995553,0.02413196,0.0003035817,0.908146,0.01637896,0.007771056,0.001616155,0.0003796025,0.001317102],"genre_scores_gemma":[0.4218462,0.0121595,0.000732464,0.2252989,0.02007674,0.003489516,0.00750201,0.001375807,0.3075189],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6828472,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161500588571855,"score_gpt":0.3411546305085618,"score_spread":0.2250045716513762,"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."}}