{"id":"W4395034652","doi":"10.1055/s-0044-1782757","title":"Sling-fiber preservation POEM and post-POEM GERD symptoms","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Sling (weapon); GERD; Poetry; Surgery; Internal medicine; Literature; Reflux; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005155228,0.0001305178,0.0001652285,0.00008466397,0.00005476161,0.00008846186,0.00003524678,0.00004736154,0.0007452468],"category_scores_gemma":[0.00005373787,0.0001014001,0.0000701184,0.0001023957,0.0000301187,0.0001863605,0.00002739123,0.00007557467,0.0003406671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902381,"about_ca_system_score_gemma":0.00006916552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004357744,"about_ca_topic_score_gemma":0.000002375603,"domain_scores_codex":[0.9992298,0.00001452349,0.0001319452,0.0002584567,0.0001877825,0.0001774591],"domain_scores_gemma":[0.9995156,0.0001154734,0.00001909429,0.0001699507,0.00004566809,0.0001342221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001306774,0.01318235,0.5742538,0.003376321,0.003436205,0.003521189,0.003213821,0.00002008986,0.01175106,0.02103443,0.1421963,0.2227077],"study_design_scores_gemma":[0.006033627,0.009421566,0.6206313,0.002680828,0.002339941,0.0001529589,0.0002078042,0.001375849,0.02055632,0.002016363,0.3338364,0.0007470233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787852,0.008161147,0.00001176125,0.00225346,0.0002217912,0.0003195819,0.0000396454,0.0002192493,0.00998818],"genre_scores_gemma":[0.9898419,0.0003137412,0.0004444506,0.0005450763,0.0002367473,0.00005986695,0.0001205008,0.00003064811,0.00840703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219606,"threshold_uncertainty_score":0.815993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235897255361204,"score_gpt":0.2900070118790831,"score_spread":0.2776480393254711,"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."}}