{"id":"W1588443966","doi":"10.1111/dote.12348","title":"Treatment choices and outcomes of patients with manometrically diagnosed achalasia","year":2015,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Achalasia; Botulinum toxin; Heller myotomy; Confidence interval; Odds ratio; Logistic regression; Univariate analysis; Swallowing; Prospective cohort study; Surgery; Population; Internal medicine; Myotomy; Multivariate analysis; Esophagus","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":[0.0006719944,0.0002044211,0.0005184356,0.0006387624,0.0005377518,0.0008191266,0.0002960169,0.0008238876,0.001190386],"category_scores_gemma":[0.004371515,0.0002605273,0.0005687629,0.0009342698,0.0003299583,0.0007433026,0.0003956617,0.0008288536,0.0001998491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129918,"about_ca_system_score_gemma":0.0002701964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616427,"about_ca_topic_score_gemma":0.002013044,"domain_scores_codex":[0.9991558,0.0003084845,0.00009001164,0.0001302886,0.0001522049,0.0001632187],"domain_scores_gemma":[0.9970887,0.0005678415,0.001650773,0.00006530056,0.000121952,0.0005054182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003602323,0.0001514422,0.9982102,0.00000782488,0.0000694097,0.0001399946,0.00005772537,0.00005645499,0.00005682002,0.00001328929,0.00005140511,0.0008251943],"study_design_scores_gemma":[0.00007275156,0.0007462256,0.9974202,0.00001014242,0.00006101625,0.0007286912,0.000346847,0.0003631374,0.00004173386,0.00006147358,0.0001333633,0.00001444921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993892,0.0002241885,0.00003029415,0.00005610391,0.000005117381,0.000006302823,0.00009423859,9.513027e-7,0.0001935964],"genre_scores_gemma":[0.9995967,0.00008633215,0.00003095046,0.00003917034,0.00001211974,0.000008869165,0.0001673738,8.454896e-7,0.00005772247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001616427,"threshold_uncertainty_score":0.003982246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231163408455206,"score_gpt":0.2585993098225964,"score_spread":0.2462876757380444,"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."}}