{"id":"W3216918112","doi":"10.1038/d41586-021-03405-6","title":"The Colon Cancer Conundrum","year":2021,"lang":"en","type":"article","venue":"Nature","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Colorectal cancer; Race (biology); Climbing; Cancer; Medicine; Oncology; Demography; Internal medicine; Biology; Sociology; Ecology","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":[0.01415819,0.0009153403,0.001398127,0.00224043,0.002753429,0.004725515,0.001789789,0.0166452,0.01768545],"category_scores_gemma":[0.02559795,0.0007471837,0.0009059005,0.00110303,0.011387,0.01010755,0.003351909,0.02120695,0.005661682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663715,"about_ca_system_score_gemma":0.006688931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003979049,"about_ca_topic_score_gemma":0.008923344,"domain_scores_codex":[0.9946418,0.00181112,0.0003728642,0.0007783669,0.001934455,0.0004613488],"domain_scores_gemma":[0.9683751,0.01597225,0.001408735,0.001627153,0.006363223,0.006253423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001444614,0.00009659393,0.001718166,0.000465838,0.0000489034,0.0003647383,0.0002493784,0.0001877137,0.0004791814,0.08349548,0.7864708,0.1262787],"study_design_scores_gemma":[0.00006181349,0.00008525234,0.001699488,0.001118757,0.00003543332,0.0008580247,0.000435318,0.000229901,0.0001375358,0.04964092,0.9456586,0.00003887627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005641286,0.07552096,0.000499661,0.8877507,0.02582803,0.000004238538,0.00007585784,0.00004244624,0.009713911],"genre_scores_gemma":[0.02967834,0.1111968,0.001663006,0.701659,0.1388458,0.00006191946,0.0001252185,0.0001059,0.01666417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01768545,"threshold_uncertainty_score":0.07487655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009408283734847108,"score_gpt":0.3025786199853893,"score_spread":0.2931703362505422,"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."}}