{"id":"W3007026443","doi":"10.1093/jcag/gwz047.127","title":"A128 JACKHAMMER ESOPHAGUS – A META-ANALYSIS OF PATIENT DEMOGRAPHICS, DISEASE PRESENTATION, MANOMETRY DATA AND TREATMENT OUTCOMES","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Dysphagia; High resolution manometry; GERD; Internal medicine; Heartburn; Meta-analysis; Esophagus; Esophageal motility disorder; Demographics; Reflux; Gastroenterology; Disease; Surgery","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":[0.01374385,0.002809046,0.01618341,0.006054993,0.0007109722,0.00345906,0.00182536,0.002507034,0.004803977],"category_scores_gemma":[0.02393217,0.001361655,0.05572029,0.005476954,0.0006910671,0.001986019,0.001641119,0.002134513,0.0004643781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474853,"about_ca_system_score_gemma":0.001955771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768565,"about_ca_topic_score_gemma":0.008586423,"domain_scores_codex":[0.9885168,0.005809654,0.002740212,0.001546754,0.0009585176,0.0004280502],"domain_scores_gemma":[0.9843372,0.0113344,0.002317982,0.0007089268,0.001020229,0.0002813549],"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":[0.002864221,0.00002665501,0.006945829,0.07943162,0.9049538,0.0001045724,0.00004345246,0.0003197673,0.0001709498,0.00007037564,0.0003757721,0.004693039],"study_design_scores_gemma":[0.0004680577,0.0001901299,0.004758797,0.005007003,0.9883359,0.00006768702,0.00002791735,0.000165489,0.00006212122,0.0001394742,0.0007621565,0.00001516469],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01550827,0.9813333,0.001004021,0.0002829126,0.0002772922,0.0002313518,0.0008745175,0.00004129217,0.000447063],"genre_scores_gemma":[0.6231351,0.3674556,0.003347347,0.001593578,0.0005598644,0.001154366,0.00183723,0.00008769478,0.0008292492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618341,"threshold_uncertainty_score":0.0726853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04759426721366757,"score_gpt":0.2853608770462224,"score_spread":0.2377666098325549,"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."}}