{"id":"W4404685303","doi":"10.1093/dote/doae097","title":"Sling fiber preservation during POEM reduces incidence of postoperative reflux symptoms","year":2024,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Medicine; Sling (weapon); Reflux; Incidence (geometry); Surgery; Anesthesia; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824137,0.0001683345,0.000405197,0.0002286891,0.0001287181,0.0002394518,0.00009519861,0.0001306046,0.0005696499],"category_scores_gemma":[0.001152528,0.0000827695,0.0002877081,0.0001973955,0.0001323122,0.0003039803,0.0002107279,0.0001944488,0.00007600421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008874128,"about_ca_system_score_gemma":0.0001342941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002096879,"about_ca_topic_score_gemma":0.0003870243,"domain_scores_codex":[0.9998529,0.00003442551,0.00002021125,0.00002581649,0.00003562518,0.00003097127],"domain_scores_gemma":[0.9995543,0.0001002711,0.0002017376,0.00002948337,0.00002762737,0.00008646115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00573768,0.0005928576,0.9121135,0.0001243248,0.0001697957,0.0003536853,0.000108687,0.0001951128,0.009966216,0.00002795245,0.0001508411,0.07045928],"study_design_scores_gemma":[0.0000401254,0.004982605,0.9923805,0.00001229784,0.00007448586,0.00072503,0.00008077679,0.0003610993,0.001128939,0.00001102859,0.0001989655,0.000004148968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99938,0.0004268479,0.00007273701,0.000007509544,0.000003222959,0.000003920324,0.0000100983,0.000002353469,0.00009331124],"genre_scores_gemma":[0.9996107,0.0001972861,0.00007880002,0.000006107633,0.000008416228,0.000002853824,0.00003482851,8.602057e-7,0.00006004958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005696499,"threshold_uncertainty_score":0.00190562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008797749338561117,"score_gpt":0.2815958163228483,"score_spread":0.2727980669842872,"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."}}