{"id":"W2121589029","doi":"10.4021/gr216e","title":"Quality of Life and Symptomatology Before and After Nissen Fundoplication","year":2010,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heartburn; Flatulence; Nissen fundoplication; Quality of life (healthcare); Incidence (geometry); Hernia; Regurgitation (circulation); Surgery; General surgery; Reflux; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008680691,0.0002733133,0.0004485212,0.0006153504,0.0002974995,0.0005742515,0.0001569637,0.0004360205,0.001556406],"category_scores_gemma":[0.00355959,0.00009768755,0.0007019242,0.0003890288,0.0003398933,0.0004726208,0.0003735904,0.0006682787,0.0001652338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438966,"about_ca_system_score_gemma":0.0002143587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379065,"about_ca_topic_score_gemma":0.002001739,"domain_scores_codex":[0.999421,0.0001566777,0.00006871008,0.00007108167,0.0001466563,0.000135873],"domain_scores_gemma":[0.9969531,0.0004292978,0.001096137,0.0000796891,0.0003775476,0.00106416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001311815,0.0004134842,0.9873309,0.00006310563,0.0002160413,0.0003159298,0.0004963955,0.000209802,0.0009451521,0.00001816706,0.0001617875,0.008517478],"study_design_scores_gemma":[0.00001654466,0.001153649,0.9979686,0.000007075148,0.00003148542,0.0002522087,0.0002080135,0.00007807295,0.0001180687,0.000009395887,0.0001497428,0.000007201665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992344,0.0002766792,0.00002742713,0.00003996763,0.000007038631,0.000007965035,0.00008669005,0.000001597378,0.0003181665],"genre_scores_gemma":[0.9995489,0.00007251767,0.00003789477,0.00001528548,0.000006337798,0.000005033901,0.0001578135,6.322962e-7,0.0001557017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556406,"threshold_uncertainty_score":0.005206645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587616304029229,"score_gpt":0.3905138591521286,"score_spread":0.3546376961118363,"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."}}