{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245397,0.000268196,0.000300807,0.0006029443,0.0003855969,0.0005595837,0.0003276924,0.000606497,0.003092704],"category_scores_gemma":[0.004710753,0.0001738418,0.0002794778,0.0007691522,0.0003952625,0.0003881849,0.0004513664,0.0006840625,0.000385955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974712,"about_ca_system_score_gemma":0.0003861247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603681,"about_ca_topic_score_gemma":0.00166647,"domain_scores_codex":[0.9996362,0.0001008735,0.00004376559,0.00006117947,0.00007392987,0.000084159],"domain_scores_gemma":[0.9965459,0.001242738,0.001037534,0.0001098407,0.0002946726,0.0007693653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006650354,0.00001729664,0.9989975,0.000003936074,0.000009131943,0.0001695552,0.00001009662,0.00003337388,0.0000990179,0.000009050585,0.00004434453,0.0005401432],"study_design_scores_gemma":[0.000004599073,0.00007997793,0.9983438,0.000005523742,0.00001283152,0.001123387,0.00006459144,0.0002218129,0.00003620094,0.00002425255,0.000080334,0.000002567569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998023,0.0006667917,0.00007000224,0.0001013734,0.000009975655,0.000008901228,0.000103504,0.000005985276,0.001010469],"genre_scores_gemma":[0.9996434,0.0001031249,0.0000402591,0.00001236385,0.00001802744,0.000003922782,0.0001080015,0.000001210863,0.00006975148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003092704,"threshold_uncertainty_score":0.01034611,"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."}}