{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106996,0.0003658473,0.000253481,0.0005904385,0.002561414,0.001193519,0.0008784868,0.0006225909,0.004023984],"category_scores_gemma":[0.002575916,0.0003609121,0.0003151444,0.001677521,0.001002899,0.0008282942,0.001080946,0.000943195,0.000479871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01277744,"about_ca_system_score_gemma":0.02366577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7702344,"about_ca_topic_score_gemma":0.8489619,"domain_scores_codex":[0.9987845,0.0001610801,0.00006619478,0.0001522097,0.0005368477,0.0002992037],"domain_scores_gemma":[0.9961036,0.0002287729,0.0004468613,0.00007290172,0.0009854806,0.002162399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007552897,0.00141377,0.7621584,0.0006396089,0.00007880844,0.006724244,0.02560961,0.0004561814,0.003970114,0.0004651076,0.01113137,0.1865975],"study_design_scores_gemma":[0.0001280269,0.001689785,0.9160619,0.0003406805,0.00005501706,0.01044644,0.02391369,0.0007978801,0.0006007053,0.0001033899,0.04571304,0.0001493458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863389,0.003707092,0.0003688876,0.002439196,0.0001038659,0.0001158919,0.0002621686,0.00002505332,0.006638921],"genre_scores_gemma":[0.9849118,0.008203,0.001601255,0.00131562,0.00006889562,0.00003632913,0.0002912483,0.0000217649,0.003549979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2297656,"threshold_uncertainty_score":0.4622374,"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."}}