{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005426782,0.0000405005,0.00006455628,0.000008963662,0.0001133722,0.00001704568,0.00002542405,0.0003189889,0.0000871697],"category_scores_gemma":[0.0001166326,0.00002600798,0.00004074721,0.0001607491,0.00001997144,0.00001267494,0.00001515367,0.001015263,0.000008823446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574196,"about_ca_system_score_gemma":0.0001388838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003303614,"about_ca_topic_score_gemma":0.0005919735,"domain_scores_codex":[0.9996142,0.0000148149,0.00004684411,0.00009946364,0.0001305701,0.00009407014],"domain_scores_gemma":[0.9996529,0.00004776239,0.00001680631,0.0001203092,0.0001266773,0.00003552453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008666994,0.0001227508,0.02269718,0.0001359834,0.0003855866,0.0004413832,0.0005398957,0.00002516305,0.05305291,0.006450566,0.3741759,0.5333056],"study_design_scores_gemma":[0.0006059485,0.0002398812,0.03288355,0.00004878011,0.00004430671,0.0001218769,0.0001536843,0.0001213799,0.05500449,0.0002028984,0.910513,0.00006013405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688987,0.04557921,0.00003168002,0.04265689,0.00261974,0.0001751732,0.000008562241,0.0001246478,0.03990541],"genre_scores_gemma":[0.9860989,0.0003100361,0.00004348791,0.002677207,0.0003503688,0.00001623517,0.000003990612,0.000005754524,0.01049406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5363371,"threshold_uncertainty_score":0.441087,"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."}}