{"id":"W4386315756","doi":"10.1093/dote/doad052.017","title":"44. LONG-TERM OUTCOMES OF PERORAL ENDOSCOPIC MYOTOMY FOR PATIENTS WITH ACHALASIA: A SINGLE-CENTRE STUDY","year":2023,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Achalasia; Medicine; Myotomy; GERD; Reflux; Incidence (geometry); Surgery; Adverse effect; Tertiary care; Disease; Pediatrics; Esophagus; Internal medicine","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":[0.0007503072,0.0003227502,0.0005561034,0.0006489491,0.0009148835,0.0008921946,0.0005275908,0.0005545494,0.001942207],"category_scores_gemma":[0.002002348,0.0002493128,0.0009618757,0.0009401701,0.0004616239,0.0005884428,0.0006374767,0.0005145643,0.0004720895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426578,"about_ca_system_score_gemma":0.001488774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054833,"about_ca_topic_score_gemma":0.03112028,"domain_scores_codex":[0.9990583,0.0001362434,0.0001201055,0.0002123742,0.0002318356,0.0002411702],"domain_scores_gemma":[0.9978117,0.0001727276,0.001004562,0.0001322704,0.0003348411,0.0005439441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002691661,0.0001016901,0.9972025,0.00002840113,0.00007943546,0.000268584,0.00009716221,0.00001606201,0.0001434555,0.000007808011,0.00008161703,0.001704186],"study_design_scores_gemma":[0.00002351177,0.0005553961,0.9985184,0.0000118974,0.00004730942,0.0004524712,0.0001862532,0.00004122193,0.00002774991,0.00000686645,0.00012173,0.000007174126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989277,0.0004010021,0.00004170862,0.0000291227,0.000007016489,0.00002826636,0.0001777655,0.000001881304,0.0003855414],"genre_scores_gemma":[0.9994282,0.0001034837,0.00004241339,0.00003576115,0.00001745173,0.00001804845,0.0002186819,0.000001220413,0.0001348695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054833,"threshold_uncertainty_score":0.04085749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959492811572195,"score_gpt":0.2863734350357383,"score_spread":0.2667785069200163,"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."}}