{"id":"W3214760680","doi":"10.3390/curroncol28060411","title":"Screening for Colorectal Cancer Leading into a New Decade: The “Roaring ‘20s” for Epigenetic Biomarkers?","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Epigenetics; Colorectal cancer; Cancer; Bioinformatics; Oncology; Computational biology; Internal medicine; Genetics; Biology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01206791,0.001084407,0.002055915,0.002616966,0.001796046,0.004772017,0.001869989,0.006481648,0.01334951],"category_scores_gemma":[0.03809597,0.0005322765,0.001348889,0.002135027,0.006016765,0.011937,0.00331803,0.009479783,0.003896219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356715,"about_ca_system_score_gemma":0.005896503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005418392,"about_ca_topic_score_gemma":0.006866792,"domain_scores_codex":[0.9936655,0.002323917,0.0006537403,0.0009599537,0.001862448,0.0005345534],"domain_scores_gemma":[0.9721165,0.01599498,0.001508819,0.00139115,0.005773521,0.003214996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004665062,0.0001256395,0.005298574,0.003710964,0.0001534684,0.000586197,0.0009473555,0.0002652351,0.001118933,0.03309471,0.3677912,0.5864412],"study_design_scores_gemma":[0.00004469778,0.0002451942,0.004029393,0.005254007,0.0001128513,0.001061805,0.00102806,0.0002814765,0.0003199085,0.02714885,0.9603803,0.00009351584],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002309581,0.4875403,0.003063226,0.4719758,0.02596525,0.00003529966,0.0004051746,0.0002778989,0.008427435],"genre_scores_gemma":[0.03160036,0.6563458,0.007028207,0.2536852,0.0428442,0.0001295909,0.0006951856,0.0002624309,0.007409011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01334951,"threshold_uncertainty_score":0.06382197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2701950206733852,"score_gpt":0.5013922115894427,"score_spread":0.2311971909160575,"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."}}