{"id":"W3038848383","doi":"10.1007/s00330-020-06979-3","title":"Quality of same-day CT colonography following incomplete optical colonoscopy","year":2020,"lang":"en","type":"article","venue":"European Radiology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Colonoscopy; Virtual colonoscopy; Radiology; Bowel preparation; Interventional radiology; Neuroradiology; Retrospective cohort study; Surgery; Colorectal cancer; Internal medicine; Cancer","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":[0.002070382,0.0001642022,0.0004820973,0.001151169,0.0002627166,0.001282277,0.0005284512,0.0007258547,0.002116015],"category_scores_gemma":[0.03224955,0.0001702127,0.0007650579,0.001032808,0.0003549941,0.0007731944,0.0009209794,0.0005840506,0.0002211301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286054,"about_ca_system_score_gemma":0.0006854152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02231593,"about_ca_topic_score_gemma":0.02030381,"domain_scores_codex":[0.9978223,0.0006052449,0.0003121969,0.0002627197,0.0006557815,0.0003417363],"domain_scores_gemma":[0.971338,0.007954661,0.01188461,0.00170094,0.005221373,0.001900531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001669767,0.00005683179,0.9897266,0.00005479901,0.0001182927,0.0001601001,0.000223933,0.0002392548,0.0004092599,0.00003565262,0.0002329306,0.007072628],"study_design_scores_gemma":[0.000004292528,0.000184551,0.9989117,0.00001743107,0.00003269779,0.0001624968,0.0001411316,0.0002283768,0.0001539958,0.00001741466,0.000139375,0.000006614966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963225,0.001289983,0.0001771187,0.0002100899,0.00002339612,0.00001019647,0.0008325541,0.00001069232,0.001123485],"genre_scores_gemma":[0.9992123,0.0001211541,0.00009864659,0.00003448034,0.00001079278,0.000002037294,0.000368848,0.000004055904,0.0001476002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02231593,"threshold_uncertainty_score":0.04437208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274513559301132,"score_gpt":0.3132733854012021,"score_spread":0.2605282498081908,"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."}}