{"id":"W3135408979","doi":"10.3390/cancers13061228","title":"Multitarget Stool mRNA Test for Detecting Colorectal Cancer Lesions Including Advanced Adenomas","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Colorectal cancer; Medicine; Receiver operating characteristic; Internal medicine; Gastroenterology; Cancer; Colorectal cancer screening; Real-time polymerase chain reaction; Messenger RNA; Oncology; Colonoscopy; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001037233,0.0004564268,0.0004837626,0.001428236,0.0001921907,0.0003769944,0.0001933318,0.0005405884,0.001241919],"category_scores_gemma":[0.001931866,0.0002413913,0.0002948593,0.0006530922,0.0002515386,0.0002976203,0.0002995883,0.0004515419,0.0005268694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151701,"about_ca_system_score_gemma":0.0001299229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002661886,"about_ca_topic_score_gemma":0.0005877303,"domain_scores_codex":[0.9990386,0.0003297882,0.00007063829,0.0001771404,0.0003161622,0.00006775677],"domain_scores_gemma":[0.9988285,0.0005376037,0.0002342779,0.00007421331,0.00022462,0.0001008329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002424319,0.0003865938,0.2481933,0.0006053695,0.0001631529,0.0004238352,0.0002077908,0.0009407163,0.6755019,0.0001401418,0.0004865939,0.07052623],"study_design_scores_gemma":[0.00007180434,0.008092985,0.5886509,0.0001118975,0.0004228152,0.005142577,0.000309107,0.01076462,0.3821644,0.0002063558,0.003994296,0.00006818811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676265,0.006898793,0.02195294,0.0001268492,0.00009357578,0.0001442782,0.0005492149,0.000309638,0.002298365],"genre_scores_gemma":[0.9798434,0.001506221,0.01657048,0.00009280217,0.00003516402,0.00009698251,0.000533254,0.00002462512,0.001297004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001428236,"threshold_uncertainty_score":0.005485535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042016580028511,"score_gpt":0.3279475662072041,"score_spread":0.287527400406919,"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."}}