{"id":"W4386315594","doi":"10.1093/dote/doad052.094","title":"250. ASSOCIATION OF SLING-FIBER PRESERVATION POEM AND POST-POEM GERD SYMPTOMS: A NORTH AMERICAN SINGLE-CENTER RETROSPECTIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Medicine; Sling (weapon); GERD; Achalasia; Myotomy; Retrospective cohort study; Surgery; Single Center; Adverse effect; Cohort; Reflux; Esophagus; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006954024,0.0002467583,0.0004533095,0.001048282,0.0005917896,0.0006061823,0.0003992892,0.0004382168,0.002288735],"category_scores_gemma":[0.001388841,0.0004197545,0.00046641,0.001338447,0.0004269353,0.0006771946,0.0003418014,0.0003364113,0.0004496269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851049,"about_ca_system_score_gemma":0.0005019114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003613848,"about_ca_topic_score_gemma":0.004050002,"domain_scores_codex":[0.9993326,0.0001140564,0.0001280403,0.0002054429,0.0001245909,0.00009513406],"domain_scores_gemma":[0.9981653,0.0003518628,0.0008808415,0.0001443758,0.0001853117,0.0002723085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004929708,0.00002523168,0.9992878,0.000009085788,0.00002752571,0.0001032345,0.00002389225,0.000005751166,0.00007843715,0.00000438698,0.00003648428,0.0003489022],"study_design_scores_gemma":[0.00001055856,0.00022388,0.9982623,0.00001017842,0.0000466879,0.0008298694,0.0002355106,0.0001070168,0.00006245428,0.000008592597,0.000198435,0.000004511562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998949,0.0004235562,0.00007308354,0.00001595065,0.000006678143,0.00001706933,0.0001926661,0.000002635835,0.0003193421],"genre_scores_gemma":[0.9994809,0.0001153996,0.00005211244,0.00003072231,0.00001509992,0.00001629715,0.0002116611,0.00000187383,0.00007588334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003613848,"threshold_uncertainty_score":0.007656574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009996709589775941,"score_gpt":0.2574455970440541,"score_spread":0.2474488874542781,"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."}}