{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001364101,0.0002038563,0.0003501929,0.0001001435,0.0004010637,0.00002899789,0.0000722268,0.0001250622,0.000139014],"category_scores_gemma":[0.001099912,0.0002116306,0.0001823436,0.0004801275,0.00005754386,0.0001210943,0.00006054885,0.0002911801,0.000005801156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668832,"about_ca_system_score_gemma":0.001479301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005397574,"about_ca_topic_score_gemma":0.002375267,"domain_scores_codex":[0.9985667,0.00002387615,0.0002691492,0.0004919164,0.0002187737,0.000429588],"domain_scores_gemma":[0.9987836,0.0003531021,0.0001230584,0.0001933427,0.0003432193,0.0002036645],"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":[0.004504757,0.0000653748,0.01722986,0.0003673619,0.0002465507,0.00009210085,0.001297485,0.007554756,0.6969066,0.00002369664,0.002183716,0.2695278],"study_design_scores_gemma":[0.006994635,0.002896075,0.02467548,0.000852159,0.0003703598,0.0001828343,0.003012869,0.02966191,0.8918093,0.00007346142,0.038747,0.000723868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890459,0.004191483,0.002420488,0.0005175713,0.00132529,0.0006588654,0.00009201329,0.0002459423,0.001502492],"genre_scores_gemma":[0.991969,0.0002161716,0.005150354,0.000354915,0.0006377712,0.0006144678,0.00002710933,0.00005404593,0.0009761948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2688039,"threshold_uncertainty_score":0.8630046,"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."}}