{"id":"W3008962266","doi":"10.1093/jcag/gwaa018","title":"The Canadian POEM Experience: The First 50 Patients","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Queen's University","funders":"","keywords":"Achalasia; Myotomy; Medicine; Tertiary care; Adverse effect; Surgery; Incidence (geometry); Poetry; 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":[0.0004014062,0.0006130204,0.0004394698,0.001071264,0.002507664,0.0009641057,0.0006301759,0.0006808028,0.002261357],"category_scores_gemma":[0.001613101,0.0003125276,0.0004798734,0.002143253,0.000941016,0.0005242692,0.0008664317,0.0007192029,0.0003530362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008414386,"about_ca_system_score_gemma":0.008983701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4389187,"about_ca_topic_score_gemma":0.6628106,"domain_scores_codex":[0.999225,0.0000413567,0.00003921658,0.000116062,0.0003023752,0.0002760422],"domain_scores_gemma":[0.9991001,0.00007683983,0.0002183234,0.00004154379,0.000194797,0.0003684267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004450311,0.000281106,0.9505917,0.0001619897,0.0001010385,0.009579723,0.001649165,0.0002192431,0.001180967,0.0004032023,0.004576975,0.03080995],"study_design_scores_gemma":[0.00008598011,0.0007941281,0.9677374,0.0001517763,0.00008529197,0.01933913,0.002142951,0.0004567225,0.0004791289,0.0001475949,0.008509974,0.00006984223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893434,0.002911002,0.0002398421,0.0005301325,0.00004419922,0.0001018351,0.0006485404,0.00002366719,0.006157377],"genre_scores_gemma":[0.9953122,0.002400152,0.0003471125,0.0003538828,0.00005195738,0.00003955983,0.0006269663,0.000009726948,0.0008583138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389187,"threshold_uncertainty_score":0.8727278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015838391170804,"score_gpt":0.2289969057337845,"score_spread":0.2188385218220765,"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."}}