{"id":"W61859002","doi":"10.1155/2008/514297","title":"Unsedated Transnasal Endoscopy: A Canadian Experience in Daily Practice","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Sedation; Sore throat; Choking; Endoscopy; Surgery; Upper gastrointestinal endoscopy; Patient satisfaction; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002077913,0.0001360747,0.0003753984,0.0007005867,0.00009247234,0.000008155158,0.0001815317,0.00009186895,0.0003488189],"category_scores_gemma":[0.0002076368,0.000128399,0.00007900836,0.0001863736,0.0002535842,0.0002154851,0.000002580459,0.0004147338,0.00001696623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549505,"about_ca_system_score_gemma":0.00280725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1937696,"about_ca_topic_score_gemma":0.7290881,"domain_scores_codex":[0.9985001,0.0001752406,0.0004190496,0.0001486187,0.0001380229,0.00061894],"domain_scores_gemma":[0.9979588,0.0000379527,0.0001427268,0.0001426239,0.0002074589,0.001510459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009041245,0.00003884583,0.9602566,0.000004733995,0.00004958799,0.03163302,0.0045116,0.00001155407,0.0003825398,0.0000324849,0.002068058,0.0001068624],"study_design_scores_gemma":[0.004276694,0.003041701,0.8634944,0.00007264449,0.00005961788,0.04467658,0.001902249,0.00003547742,0.000134709,0.000008851614,0.08219453,0.0001025332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897428,0.0001076736,0.0001367652,0.00869292,0.000185717,0.0001202119,0.000007399776,0.000002814356,0.001003654],"genre_scores_gemma":[0.9900562,0.00003873416,0.0007554311,0.008915355,0.00007587804,0.00000324041,0.00000787108,0.00001590029,0.0001313953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353186,"threshold_uncertainty_score":0.8115992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331171271712487,"score_gpt":0.2798952496034975,"score_spread":0.2465835368863727,"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."}}