{"id":"W2795284139","doi":"10.1097/sga.0000000000000308","title":"Screening Indication Associated With Lower Likelihood of Minor Adverse Events in Patients Undergoing Outpatient Colonoscopy","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve; McGill University; Vancouver General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Colonoscopy; Adverse effect; Comorbidity; Logistic regression; Multivariate analysis; Cohort; Cohort study; Internal medicine; Endoscopy; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003648093,0.0002231411,0.0003552843,0.0005401648,0.0003100803,0.0005625595,0.0002157126,0.0004242811,0.001875993],"category_scores_gemma":[0.004616752,0.0002058205,0.0003816838,0.0004503724,0.0001636759,0.0002624707,0.0002391431,0.0006351031,0.0001718238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024908,"about_ca_system_score_gemma":0.0004042284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008715273,"about_ca_topic_score_gemma":0.01020482,"domain_scores_codex":[0.999697,0.00007286007,0.0000339727,0.00005494168,0.00006482453,0.00007650671],"domain_scores_gemma":[0.997343,0.0005264381,0.001296793,0.00009005242,0.0002223288,0.0005214586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005835729,0.00002013223,0.9994088,0.000002326025,0.000006993747,0.00004057988,0.00001478292,0.000005841154,0.00007776836,0.000002255691,0.00002509815,0.000337056],"study_design_scores_gemma":[0.00000254546,0.00006997772,0.9996583,0.000001720151,0.000006428205,0.0001041322,0.00003593251,0.00007289507,0.00001267553,0.000003033916,0.00003081836,0.000001328323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995577,0.0001119863,0.00002478712,0.00003496484,0.000003799517,0.000003794498,0.00006245176,0.000002339382,0.0001981575],"genre_scores_gemma":[0.9997484,0.00003351929,0.00003347543,0.00001643142,0.000008760105,0.000001761665,0.00009636883,9.587958e-7,0.00006028629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008715273,"threshold_uncertainty_score":0.0173291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00933018222111635,"score_gpt":0.2517164425601316,"score_spread":0.2423862603390153,"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."}}