{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003762249,0.0001803483,0.0002527712,0.0005057368,0.0004155952,0.0005649682,0.0002873408,0.0004840945,0.00306867],"category_scores_gemma":[0.002482415,0.0001188296,0.0003054776,0.0006928678,0.0004346406,0.0005777855,0.0003330126,0.0009096651,0.0001655789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037034,"about_ca_system_score_gemma":0.0005289766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770257,"about_ca_topic_score_gemma":0.004990576,"domain_scores_codex":[0.9996597,0.00006137556,0.00003727675,0.00005240491,0.00007760951,0.0001117378],"domain_scores_gemma":[0.9980507,0.0004317886,0.0009752277,0.00004697447,0.000141782,0.0003534362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153593,0.00005024557,0.9980299,0.00001663634,0.00001674264,0.0003093154,0.00002768789,0.00001127086,0.00007560651,0.00002519668,0.00005631763,0.001227539],"study_design_scores_gemma":[0.000007228845,0.0001688804,0.9968652,0.0000177788,0.00002918088,0.002226873,0.000244366,0.0001306632,0.00006238692,0.00003203903,0.0002117397,0.000003640387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966908,0.001863278,0.00007371154,0.0001872466,0.00001608183,0.000008213708,0.00009136165,0.000002914753,0.001066467],"genre_scores_gemma":[0.9992653,0.0003346434,0.00007540072,0.00003167169,0.00002502142,0.000002588737,0.00007252046,9.679953e-7,0.0001919419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770257,"threshold_uncertainty_score":0.01026565,"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."}}