{"id":"W3134620659","doi":"10.1093/jcag/gwab002.110","title":"A112 THE IMPACT OF CENTRAL COORDINATION ON ENDOSCOPY EFFICIENCY","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Endoscopy; Triage; Medicine; Discontinuation; Medical emergency; General surgery; Surgery","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":[0.007493102,0.0002678194,0.0003739243,0.0009184491,0.0007241996,0.002402855,0.001107486,0.0003988352,0.006884276],"category_scores_gemma":[0.03311637,0.0002611676,0.0007862823,0.001088351,0.0007576004,0.001475548,0.002075071,0.0009159506,0.000627621],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741414,"about_ca_system_score_gemma":0.004919788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007371706,"about_ca_topic_score_gemma":0.004981242,"domain_scores_codex":[0.9878042,0.005953688,0.001205113,0.0008356791,0.001970144,0.002231169],"domain_scores_gemma":[0.9422452,0.0151767,0.02588107,0.003141498,0.007739469,0.005815989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00231824,0.001377054,0.9091467,0.000310611,0.000280036,0.0002482168,0.0009800147,0.004820514,0.001401463,0.0008581521,0.003148559,0.07511044],"study_design_scores_gemma":[0.00008373458,0.001806423,0.9913468,0.00009740097,0.00005136293,0.0001662693,0.001159814,0.001736909,0.0009322756,0.0002036883,0.002390635,0.00002473505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902704,0.000536534,0.001246852,0.001057896,0.00004567111,0.0001384953,0.000582339,0.00005000568,0.006071914],"genre_scores_gemma":[0.9986244,0.00007261502,0.0004858704,0.00007840145,0.00002756416,0.0000554301,0.0001848458,0.000008245654,0.0004625788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962586,"threshold_uncertainty_score":0.03962779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008990929228537342,"score_gpt":0.2585687913934259,"score_spread":0.2495778621648885,"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."}}