{"id":"W2751637036","doi":"10.1155/2017/5917057","title":"Repeat Colonoscopy within 6 Months after Initial Outpatient Colonoscopy in Ontario: A Population-Based Cross-Sectional Study","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Colonoscopy; Cross-sectional study; Outpatient visits; Population; Population based study; Internal medicine; General surgery; Physical therapy; Colorectal cancer; Environmental health; Pathology; Health care; Cancer","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":[0.0004640029,0.0002480408,0.000309559,0.0005502992,0.001061301,0.0006122771,0.0006525276,0.0004488309,0.001330092],"category_scores_gemma":[0.001962523,0.0004287341,0.0005615866,0.00148659,0.000424481,0.0003591735,0.0004805251,0.000544875,0.0001747189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005658368,"about_ca_system_score_gemma":0.00475904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8430355,"about_ca_topic_score_gemma":0.9055762,"domain_scores_codex":[0.9994368,0.0000644205,0.00004683492,0.0001172296,0.000189102,0.0001456223],"domain_scores_gemma":[0.9982542,0.0001304763,0.0009454538,0.00009904081,0.0002904053,0.0002804389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002951894,0.00002045893,0.998996,0.000009243619,0.00002522164,0.00005392304,0.0002358275,0.00001462855,0.00009764312,0.000007368736,0.00009452089,0.0004155831],"study_design_scores_gemma":[0.000002861556,0.00002264849,0.9996111,0.000004669944,0.00001100681,0.0000436656,0.0001487531,0.00004850773,0.000008033619,0.000003045408,0.00009364326,0.000002120095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985636,0.0001440922,0.00003855853,0.00007935544,0.000002235195,0.00001488023,0.0007226833,0.000003571089,0.0004310031],"genre_scores_gemma":[0.9991798,0.0001354834,0.00006957321,0.00004274324,0.00000410842,0.000009174772,0.0003725438,0.000001644607,0.0001849704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8430355,"threshold_uncertainty_score":0.3157777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239637781103677,"score_gpt":0.3021127498975394,"score_spread":0.2781489717871717,"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."}}