{"id":"W4213115733","doi":"10.1093/jcag/gwab049.132","title":"A133 EVALUATION OF DYSPHAGIA IN AN ACADEMIC CENTRE","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Dysphagia; Etiology; Referral; Internal medicine; Malignancy; Endoscopy; Cohort; Retrospective cohort study; General surgery; Pediatrics; Surgery; Family 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":[0.0005424274,0.0002457853,0.0003775708,0.001403935,0.001298362,0.001143703,0.0005458174,0.0004636454,0.004941231],"category_scores_gemma":[0.002986122,0.0002656717,0.0002730685,0.001962831,0.000542515,0.000523064,0.0009809583,0.0005765018,0.0006050218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144968,"about_ca_system_score_gemma":0.002066535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548568,"about_ca_topic_score_gemma":0.02310301,"domain_scores_codex":[0.9987172,0.0002079691,0.000179949,0.0001688579,0.0003429654,0.0003830544],"domain_scores_gemma":[0.9954183,0.0005135507,0.001946391,0.0001038229,0.0007627977,0.001255107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003054591,0.00004497406,0.9948061,0.00002919488,0.000009653724,0.002514239,0.0002201524,0.00001646177,0.0001735022,0.00001600321,0.0004588562,0.001680339],"study_design_scores_gemma":[0.000008921031,0.0002402433,0.9860074,0.00006924518,0.00001889798,0.01040582,0.001953767,0.0001462974,0.0002162646,0.00002370958,0.0008988891,0.00001047674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965569,0.0006024481,0.00006222467,0.0002017567,0.00001662852,0.00003116281,0.0003539773,0.00001289285,0.002162086],"genre_scores_gemma":[0.9993058,0.0001708467,0.00008944589,0.0001169974,0.00002448418,0.000006580634,0.0001467057,0.000002007389,0.0001371227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548568,"threshold_uncertainty_score":0.0307911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006216693952753,"score_gpt":0.2848502243384068,"score_spread":0.2647880573988793,"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."}}