{"id":"W3099741183","doi":"","title":"ANTIREFLUX SURGERY IN SPECIAL PRESENTATIONS OF PATIENTS","year":2020,"lang":"en","type":"article","venue":"Journal of Hepatology and Gastrointestinal disorders","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heartburn; Reflux; GERD; Nissen fundoplication; Nerd; Surgery; Esophageal disease; Gastroenterology; Esophagus; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002248475,0.0002138015,0.0002834628,0.0004499296,0.0005675764,0.0004226386,0.0001945132,0.0004779384,0.00565278],"category_scores_gemma":[0.00140172,0.00009078508,0.0003630524,0.0003967246,0.0001824485,0.000360428,0.0005614017,0.0006783731,0.0006535511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222622,"about_ca_system_score_gemma":0.0003910309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003865715,"about_ca_topic_score_gemma":0.0008999711,"domain_scores_codex":[0.9997563,0.0000546305,0.00002931901,0.00002967604,0.00003972331,0.0000904092],"domain_scores_gemma":[0.9993721,0.00007634061,0.0001616522,0.00001749843,0.00003706994,0.0003354429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009687417,0.0003609733,0.7945702,0.0006393985,0.0001161271,0.06811981,0.0008405909,0.0001558209,0.002412339,0.001095545,0.01981944,0.1109011],"study_design_scores_gemma":[0.0001495521,0.0008473842,0.7139197,0.0007687053,0.0001205724,0.2490277,0.00189882,0.0004137841,0.0007436307,0.001671601,0.03038916,0.000049342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377603,0.02201851,0.0008900916,0.005270753,0.001107482,0.0001134375,0.0004399618,0.00005607204,0.03234329],"genre_scores_gemma":[0.9918268,0.004136022,0.0004013647,0.0009628766,0.001034849,0.00003520483,0.0003911004,0.00001020352,0.001201725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00565278,"threshold_uncertainty_score":0.01891047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758384331581003,"score_gpt":0.263498557412522,"score_spread":0.245914714096712,"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."}}