{"id":"W2920866422","doi":"10.1093/jcag/gwz006.170","title":"A171 GERD IS NOT ASSOCIATED WITH JACKHAMMER ESOPHAGUS","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"GERD; Esophagus; Medicine; Dysphagia; High resolution manometry; Reflux; Esophageal motility disorder; Gastroenterology; Heartburn; Internal medicine; Chest pain; Esophageal spasm; Ambulatory; Surgery; Achalasia; 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":[0.0002097127,0.0002688878,0.0004574951,0.001117897,0.0004591584,0.0005464283,0.0002955206,0.0003231113,0.003894838],"category_scores_gemma":[0.001583248,0.0002038617,0.0003483644,0.000964594,0.0003489412,0.0003490891,0.0004031386,0.0003945974,0.0005097064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304252,"about_ca_system_score_gemma":0.0002986333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056847,"about_ca_topic_score_gemma":0.002264427,"domain_scores_codex":[0.99968,0.00004153312,0.00005159867,0.00006541583,0.00008365225,0.0000777153],"domain_scores_gemma":[0.9986198,0.0001935535,0.0008009085,0.00006658093,0.00009115108,0.0002279737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002650843,0.00003510583,0.994845,0.00002558908,0.00002268999,0.002202298,0.00004784748,0.000009545106,0.0008006594,0.0000200962,0.00007581159,0.00165028],"study_design_scores_gemma":[0.000005494912,0.0001475369,0.9938474,0.00001206824,0.00001571388,0.005494247,0.0001689803,0.00003504127,0.00009131159,0.00001407576,0.0001657519,0.000002378486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985921,0.0004965333,0.00003233033,0.00002843274,0.00001073975,0.000005975966,0.0001080938,0.0000030974,0.0007226504],"genre_scores_gemma":[0.9994086,0.000230983,0.00003115726,0.00001441782,0.00001772814,0.0000033592,0.0001698497,0.000001692533,0.0001222746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003894838,"threshold_uncertainty_score":0.01302952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008064882278092928,"score_gpt":0.2228883051577885,"score_spread":0.2148234228796955,"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."}}