{"id":"W3092329792","doi":"10.1111/his.14278","title":"Colorectal adenocarcinomas diagnosed following a negative faecal immunochemical test show high‐risk pathological features in a colon screening programme","year":2020,"lang":"en","type":"article","venue":"Histopathology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Colorectal cancer; Pathological; Adenocarcinoma; Internal medicine; Colonoscopy; Signet ring cell carcinoma; Oncology; Gastroenterology; Confidence interval; Cohort; Cancer; Rectum; Pathology; Anatomical pathology","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":[0.0003969321,0.0002299755,0.000186882,0.001229922,0.00065111,0.0006729785,0.0003254262,0.0004154358,0.001209029],"category_scores_gemma":[0.002697448,0.00022926,0.0001720402,0.00125022,0.0004203358,0.0003339734,0.000576643,0.0003495544,0.0001801887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822976,"about_ca_system_score_gemma":0.0009466075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05830311,"about_ca_topic_score_gemma":0.1012783,"domain_scores_codex":[0.9994597,0.00006980666,0.00004815532,0.00008446044,0.0002025996,0.0001353514],"domain_scores_gemma":[0.9985293,0.0002173859,0.0006043159,0.00005892428,0.0002092305,0.0003807917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002730494,0.000008267703,0.9990972,0.000004775802,0.000003776523,0.0001302514,0.00005041471,0.000008038079,0.000130739,0.000003062177,0.00002775178,0.0005084124],"study_design_scores_gemma":[7.782403e-7,0.00002047462,0.9994665,0.000004111794,0.000003773062,0.0002692944,0.0001476621,0.00002140363,0.00002536376,0.000002427799,0.00003756307,7.279868e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999119,0.0001902644,0.00002520265,0.00003228899,0.000002621607,0.00000690363,0.00007281558,0.000002807525,0.0005480886],"genre_scores_gemma":[0.9996798,0.00008877506,0.0000431657,0.00001259365,0.000002312588,0.000002847265,0.00009731677,5.846208e-7,0.00007271846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05830311,"threshold_uncertainty_score":0.1159275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204734476232417,"score_gpt":0.252040071227043,"score_spread":0.2315666236038013,"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."}}