{"id":"W3024629914","doi":"10.1111/nmo.13870","title":"Jackhammer esophagus: A meta‐analysis of patient demographics, disease presentation, high‐resolution manometry data, and treatment outcomes","year":2020,"lang":"en","type":"review","venue":"Neurogastroenterology & Motility","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; High resolution manometry; Dysphagia; Meta-analysis; Internal medicine; Esophagus; Myotomy; Confidence interval; Reflux; Esophageal motility disorder; Gastroenterology; Achalasia; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0119356,0.002516987,0.01254568,0.004799053,0.0006536903,0.00296746,0.001801313,0.002209722,0.0034503],"category_scores_gemma":[0.01931632,0.00128706,0.04584218,0.00502923,0.000490022,0.001479452,0.00139656,0.002019399,0.0003631249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205993,"about_ca_system_score_gemma":0.001718209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005691614,"about_ca_topic_score_gemma":0.009893546,"domain_scores_codex":[0.991795,0.004314663,0.001661127,0.001217906,0.0006570375,0.0003543323],"domain_scores_gemma":[0.987128,0.008997409,0.002077262,0.0007384322,0.000787647,0.0002712437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003837244,0.00002956717,0.01274564,0.06119495,0.9156325,0.0001260252,0.0000500984,0.0004326018,0.0001908447,0.00007388926,0.000572207,0.005114318],"study_design_scores_gemma":[0.0004805583,0.0001734791,0.007446863,0.003391346,0.987224,0.00007838601,0.00002555159,0.000212382,0.00007417165,0.0001142853,0.0007631112,0.00001584472],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02285491,0.9736058,0.001078052,0.0003413638,0.000271277,0.0001720851,0.001120235,0.00005191558,0.0005042714],"genre_scores_gemma":[0.6682025,0.3226745,0.003399058,0.001346175,0.0004875062,0.0008938735,0.002023706,0.0000860419,0.0008868056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01254568,"threshold_uncertainty_score":0.06312227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09430995224334199,"score_gpt":0.3643667771138756,"score_spread":0.2700568248705336,"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."}}