{"id":"W4407697862","doi":"10.1053/j.gastro.2025.02.008","title":"Endoscopist Adenoma Detection Rates and Subsequent Risks of Colorectal Cancer","year":2025,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"AstraZeneca","keywords":"Colorectal cancer; Medicine; Adenoma; Colorectal adenoma; Internal medicine; Oncology; Cancer; Gastroenterology","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":[0.0006473698,0.0002036175,0.0002198261,0.0008413899,0.0001967429,0.0007468431,0.0002947634,0.0006708468,0.00328778],"category_scores_gemma":[0.006940846,0.0003465422,0.0009404289,0.0005850518,0.0001635866,0.0007038396,0.0004678714,0.0008568485,0.0002837905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027427,"about_ca_system_score_gemma":0.0002681511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284854,"about_ca_topic_score_gemma":0.005184735,"domain_scores_codex":[0.9995233,0.00009598002,0.00006320408,0.0001106426,0.000110573,0.00009635264],"domain_scores_gemma":[0.995017,0.001358048,0.002692839,0.0002327014,0.0002806851,0.0004187929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002969753,0.00002403932,0.9974721,0.00001949367,0.0001220359,0.00005838016,0.00002847758,0.00006602413,0.0001266281,0.00002848138,0.0001243485,0.001632979],"study_design_scores_gemma":[0.000006918596,0.00007511194,0.9987205,0.00001123538,0.00009035077,0.000323854,0.00009169092,0.0004060629,0.00007701227,0.00004701658,0.0001442675,0.000005910294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955242,0.001427258,0.0001734581,0.0001844094,0.00002425635,0.000005814052,0.00075511,0.00001927248,0.00188632],"genre_scores_gemma":[0.9990147,0.0002332223,0.00008513366,0.000021368,0.00002847946,0.000002808646,0.0003063419,0.000002792983,0.0003050641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004284854,"threshold_uncertainty_score":0.01099879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384781112164405,"score_gpt":0.32184743297121,"score_spread":0.297999621849566,"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."}}