{"id":"W2117534275","doi":"10.1111/j.1442-2050.2009.01006.x","title":"Clinical predictors of achalasia","year":2009,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua; Simon Fraser University; University of Toronto; Montreal General Hospital; McGill University","funders":"","keywords":"Achalasia; Medicine; Dysphagia; Logistic regression; Internal medicine; Univariate analysis; Gastroenterology; Endoscopy; High resolution manometry; Multivariate analysis; Esophagus; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006135479,0.0001069498,0.0003286478,0.00003547657,0.00002472521,0.000002004694,0.0001575931,0.00004952212,0.00005000295],"category_scores_gemma":[0.0002219377,0.00006283189,0.0004063939,0.0001149085,0.000132339,0.00003070942,0.00003458105,0.00007854061,0.000009856616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467366,"about_ca_system_score_gemma":0.00007321837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002172474,"about_ca_topic_score_gemma":9.184458e-8,"domain_scores_codex":[0.9990278,0.00004689137,0.0003495197,0.0001475632,0.0002873912,0.0001407816],"domain_scores_gemma":[0.9990969,0.00005336881,0.0001618571,0.0004576295,0.00006591508,0.0001643756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130241,0.001041808,0.9935508,0.00002736157,0.0001294675,0.00004812582,0.00001621291,0.000002757414,0.000008075559,0.00009499751,0.0004980883,0.004469283],"study_design_scores_gemma":[0.001462225,0.0007130044,0.9954957,0.00005341135,0.0004538342,0.000006225279,0.000005367636,0.00001000263,0.00142551,0.0003529907,0.000004781268,0.00001693798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896836,0.009201924,0.000003239025,0.0001757726,0.0002584409,0.0002700738,0.00007450159,0.00002526144,0.0003071735],"genre_scores_gemma":[0.9991688,0.00002478349,0.0001039908,0.000160985,0.0001224859,0.000002743486,0.00001308141,0.000007977651,0.0003951411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009485198,"threshold_uncertainty_score":0.256221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257977391462541,"score_gpt":0.3184895206451045,"score_spread":0.3059097467304791,"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."}}