{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005117177,0.0001347166,0.0002274719,0.00007790532,0.00006336497,0.00001623205,0.0001471335,0.00003890654,0.0001250063],"category_scores_gemma":[0.0001903546,0.00008453616,0.0001893174,0.000239221,0.00009191951,0.0002124624,0.0000975204,0.00009103322,0.0000208624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006330205,"about_ca_system_score_gemma":0.0001128201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000213135,"about_ca_topic_score_gemma":4.525511e-7,"domain_scores_codex":[0.9989797,0.00004217182,0.0002645522,0.0002170081,0.0003448773,0.0001516671],"domain_scores_gemma":[0.9993213,0.00007240738,0.00008845872,0.0003125818,0.0001204355,0.00008477177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003901711,0.0004377784,0.9867386,0.0008121456,0.0006447485,0.0003695895,0.0008376982,0.0002867627,0.005254192,0.000340931,0.000277612,0.003609824],"study_design_scores_gemma":[0.0005199757,0.0001828784,0.8732641,0.0006568909,0.0003206233,0.00001768809,0.0000291359,0.0001853049,0.124576,0.0002033855,0.000003347851,0.00004062241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737303,0.02526838,0.000001715282,0.0002319371,0.0001644377,0.0003195529,0.0000838816,0.00004365226,0.0001561114],"genre_scores_gemma":[0.9963701,0.00001994699,0.0001045685,0.00003749754,0.0000641785,0.00002131831,0.00002355346,0.00001909754,0.003339709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193218,"threshold_uncertainty_score":0.3447285,"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."}}