{"id":"W2921121755","doi":"10.1093/jcag/gwz006.168","title":"A169 MANAGEMENT OF ESOPHAGEAL ACHALASIA IN QUEBEC","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Achalasia; Dysphagia; Medicine; Myotomy; Balloon dilation; Heller myotomy; Surgery; High resolution manometry; Medical record; Balloon; Esophagus","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":[0.0002527001,0.000149167,0.0001456085,0.0004748015,0.001306025,0.0005918282,0.0003878316,0.0003206668,0.006299918],"category_scores_gemma":[0.0007887401,0.00008995324,0.0002289079,0.001233633,0.0001976008,0.0002015561,0.0003306848,0.0002972392,0.0003531067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009515489,"about_ca_system_score_gemma":0.009733967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9041051,"about_ca_topic_score_gemma":0.9471379,"domain_scores_codex":[0.9998202,0.00003623132,0.00001660583,0.00002499676,0.00004365566,0.00005839233],"domain_scores_gemma":[0.999458,0.00004048829,0.0001195077,0.00001063607,0.0001729847,0.0001983675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002814224,0.0003404358,0.8472775,0.0004077605,0.0001155619,0.00498692,0.0009151188,0.0004795388,0.001861784,0.0007916824,0.02285003,0.1196924],"study_design_scores_gemma":[0.00005624975,0.000185422,0.9733632,0.0001981748,0.00003906099,0.001558486,0.001158057,0.0006655574,0.000132591,0.00005894373,0.02256465,0.00001961489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431196,0.01395227,0.0006253297,0.005926714,0.0002755672,0.0003661523,0.005209374,0.00006069542,0.03046427],"genre_scores_gemma":[0.9785773,0.005569801,0.00091957,0.002019849,0.0001136041,0.0001363266,0.001829868,0.00001129239,0.01082236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09589493,"threshold_uncertainty_score":0.1929193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005317941114980023,"score_gpt":0.2227713946459329,"score_spread":0.2174534535309529,"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."}}