{"id":"W3032859441","doi":"10.1200/jco.2020.38.15_suppl.4061","title":"Consensus molecular subtypes in colorectal cancer differ by geographic region.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Medicine; Population; Internal medicine; Cohort; Oncology; Cancer; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003466362,0.0001764897,0.0001821577,0.001076597,0.0002417889,0.0003626343,0.0002293579,0.0002316431,0.0022476],"category_scores_gemma":[0.001009577,0.0001148551,0.0003301631,0.00109086,0.0001926695,0.000197549,0.00037097,0.00018454,0.0004641279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315495,"about_ca_system_score_gemma":0.0002390312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005062068,"about_ca_topic_score_gemma":0.007974599,"domain_scores_codex":[0.999674,0.00005511958,0.00004160811,0.00009495424,0.00006968313,0.00006461468],"domain_scores_gemma":[0.9994041,0.00008654153,0.00031806,0.00005192895,0.00009071817,0.00004874618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740995,0.000006802748,0.9851727,0.00004468635,0.00005013457,0.0001751603,0.000155163,0.00006950599,0.004948732,0.00008408333,0.0002155415,0.008903383],"study_design_scores_gemma":[0.000004801994,0.00004215984,0.9957821,0.00001691689,0.00004204064,0.001388034,0.000329057,0.0001796611,0.0006403407,0.0001005862,0.001471096,0.000003192884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954333,0.001174597,0.0005315737,0.00008505081,0.000007601882,0.00002208933,0.00102566,0.00001735044,0.001702664],"genre_scores_gemma":[0.9979789,0.0003166395,0.0004473799,0.00002761025,0.000005404429,0.00001514383,0.000852967,0.000006863577,0.0003491794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005062068,"threshold_uncertainty_score":0.0100652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08755574764602513,"score_gpt":0.4280378023588747,"score_spread":0.3404820547128495,"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."}}