{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003783454,0.000357038,0.0008301863,0.0001745243,0.0002089656,0.00003705797,0.0001765392,0.0004966692,0.00005906423],"category_scores_gemma":[0.004303558,0.0003330696,0.0003047995,0.000666268,0.0003540177,0.00008317965,0.0001657309,0.001375663,0.00002253242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462267,"about_ca_system_score_gemma":0.0001602183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701203,"about_ca_topic_score_gemma":0.0003123256,"domain_scores_codex":[0.9973406,0.0003087997,0.0004766743,0.0008646704,0.0003174432,0.0006917939],"domain_scores_gemma":[0.9985255,0.0006641903,0.0001831296,0.0002260598,0.00007773371,0.0003234144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01434886,0.0005585218,0.7976477,0.00006659292,0.00002983486,0.01378737,0.006834456,0.00002166331,0.1368095,0.00004661346,0.0006033891,0.02924549],"study_design_scores_gemma":[0.005476728,0.01124693,0.973645,0.00007769065,0.0001720738,0.0009576913,0.0006640485,0.000679226,0.006090214,0.0000828226,0.0005396252,0.0003679831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944046,0.001115313,0.0007823776,0.001774983,0.0002853026,0.0008388011,0.00002325023,0.0003647141,0.0004106539],"genre_scores_gemma":[0.991634,0.0000212131,0.006690982,0.0008307451,0.0003195851,0.000335096,0.00005959989,0.00004583194,0.00006296528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759973,"threshold_uncertainty_score":0.9999121,"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."}}