{"id":"W2978535988","doi":"10.14309/00000434-200410001-00897","title":"EFFICIENCY IN AN ENDOSCOPY UNIT IN A TEACHING HOSPITAL - DELAYS, PROLONGED PROCEDURES AND INPATIENT WAITING TIMES","year":2004,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Colonoscopy; Endoscopy; Unavailability; Ambulatory; Emergency medicine; Surgery; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001512566,0.0002364499,0.0002561927,0.0009809326,0.0005566921,0.001119158,0.0005137936,0.0003287516,0.002554878],"category_scores_gemma":[0.01085576,0.0002702665,0.000309351,0.001054642,0.0004455678,0.0007744281,0.0007964157,0.0004616703,0.0005186353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003210592,"about_ca_system_score_gemma":0.001971901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436631,"about_ca_topic_score_gemma":0.01438593,"domain_scores_codex":[0.9979579,0.0005137483,0.0004127703,0.0002200988,0.0004409272,0.0004544975],"domain_scores_gemma":[0.9851711,0.002625839,0.00829083,0.0003156891,0.001142706,0.002453824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000249915,0.0001468649,0.9913774,0.00004546879,0.00004280516,0.0002036907,0.0005740795,0.0003326392,0.0005600686,0.00003436723,0.0002168423,0.006215783],"study_design_scores_gemma":[0.00001308298,0.0005223573,0.9967116,0.00002964469,0.00001972814,0.0004333548,0.0008787529,0.0007002512,0.0003583599,0.00002305312,0.0002983282,0.00001150376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993203,0.000139778,0.0001009786,0.00007442325,0.000003519448,0.000008027278,0.00008425269,0.000005157053,0.0002635181],"genre_scores_gemma":[0.9995688,0.00007610113,0.0001275595,0.00002465826,0.00000975674,0.00000477566,0.00009812527,0.000002326783,0.00008792588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436631,"threshold_uncertainty_score":0.02856535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008299124030969123,"score_gpt":0.2680386395670344,"score_spread":0.2597395155360653,"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."}}