{"id":"W567515030","doi":"10.1155/2015/643463","title":"Endoscopy in Canada: Proceedings of the National Roundtable","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Calgary; McGill University; University of British Columbia; Dalhousie University; University of Toronto; University of Alberta","funders":"Canadian Association of Gastroenterology; Royal College of Physicians and Surgeons of Canada; Cancer Care Ontario","keywords":"Credentialing; Medicine; Endoscopy; Accreditation; Competence (human resources); Quality assurance; Preparedness; Medical education; Medical physics; General surgery; Surgery; Pathology; External quality assessment; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01419428,0.001173876,0.0007721739,0.001900202,0.01159956,0.008389628,0.003308546,0.00848357,0.01705719],"category_scores_gemma":[0.01059562,0.0009761011,0.001393873,0.001755467,0.002603229,0.00177195,0.004719155,0.00901101,0.003613858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0605833,"about_ca_system_score_gemma":0.2342049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8455982,"about_ca_topic_score_gemma":0.9410173,"domain_scores_codex":[0.9904917,0.0006846538,0.0004151146,0.0005649143,0.004781705,0.003061827],"domain_scores_gemma":[0.9759114,0.0009136177,0.0006448556,0.0004265604,0.0100154,0.01208807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006704896,0.00006984206,0.001259627,0.000145878,0.00001316193,0.0003339709,0.0004114431,0.0001671514,0.0003469838,0.001976732,0.9764382,0.01876999],"study_design_scores_gemma":[0.00001800323,0.00002353231,0.01209261,0.000181474,0.000007302091,0.0000730948,0.0007307494,0.0001085898,0.0001693031,0.00029326,0.986266,0.00003613145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02167723,0.03556979,0.002559019,0.5510428,0.2164586,0.00199588,0.007639917,0.0005761093,0.1624807],"genre_scores_gemma":[0.1373297,0.03165579,0.01010691,0.1422304,0.03612728,0.001682826,0.01159288,0.0007925446,0.6284817],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9394167,"threshold_uncertainty_score":0.4395646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790798159991505,"score_gpt":0.2415063859611732,"score_spread":0.2135984043612581,"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."}}