{"id":"W2069663898","doi":"10.1111/j.1572-0241.2008.02088.x","title":"A Simplified, Noninvasive Stool DNA Test for Colorectal Cancer Detection","year":2008,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Colorectal cancer; Colonoscopy; Fecal occult blood; Cancer; DNA; Internal medicine; Nuclear medicine; Oncology; Biology; Genetics","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":[0.001702766,0.0007711719,0.0009719733,0.002039783,0.0002311258,0.0009031813,0.0008160197,0.000624345,0.002605821],"category_scores_gemma":[0.005914836,0.0003663783,0.0005639897,0.001088064,0.000232087,0.0004137586,0.001016564,0.0005206445,0.001151125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004335133,"about_ca_system_score_gemma":0.0008362741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619061,"about_ca_topic_score_gemma":0.005860883,"domain_scores_codex":[0.9974914,0.0006578754,0.0001585835,0.0005923267,0.0009997163,0.0001001293],"domain_scores_gemma":[0.9978264,0.0004735667,0.000540679,0.0003643265,0.0006127636,0.0001823469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004334026,0.0006431506,0.4224824,0.001944222,0.000920034,0.0004937563,0.0001661679,0.00494647,0.1309892,0.0002866344,0.01759266,0.4152014],"study_design_scores_gemma":[0.0007432358,0.005872379,0.870166,0.0003892322,0.001021389,0.006924288,0.0001462532,0.02728554,0.0441141,0.0006421073,0.04253197,0.00016351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8589707,0.01024418,0.08438103,0.001220198,0.0003649232,0.001969593,0.03653956,0.002233227,0.004076674],"genre_scores_gemma":[0.7946947,0.003218235,0.1348512,0.0008071799,0.0002604704,0.001233108,0.06049478,0.000131674,0.004308609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002619061,"threshold_uncertainty_score":0.009005249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671623300937086,"score_gpt":0.2731828946649177,"score_spread":0.2564666616555469,"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."}}