{"id":"W3004091453","doi":"10.14740/gr1239","title":"Colon Cancer: A Clinician’s Perspective in 2019","year":2020,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Colonoscopy; Cancer; Population; Microsatellite instability; Internal medicine; Incidence (geometry); Oncology; Environmental health; Gene; Allele; Genetics","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":[0.003777627,0.001090055,0.001016176,0.00200758,0.002327678,0.005591529,0.001912229,0.01636999,0.04896303],"category_scores_gemma":[0.02499997,0.0005814537,0.001055563,0.001680938,0.001943678,0.009889847,0.004953825,0.01536878,0.02758018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467908,"about_ca_system_score_gemma":0.007419996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555681,"about_ca_topic_score_gemma":0.01066724,"domain_scores_codex":[0.9964593,0.001016604,0.0004248667,0.0003855531,0.001193853,0.0005198069],"domain_scores_gemma":[0.9802954,0.004128837,0.0008225742,0.0004190078,0.006071092,0.008263092],"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":[0.0000163018,0.00001698309,0.0002407601,0.0002421292,0.000004045288,0.0005424896,0.0001147796,0.00002804978,0.00005358183,0.001554526,0.9612262,0.0359602],"study_design_scores_gemma":[0.000007699199,0.00002195244,0.0002637335,0.0008760775,0.000004357908,0.001419477,0.0002927092,0.00002395864,0.000013888,0.0009532282,0.9961098,0.00001321016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0003775189,0.07974316,0.0004709748,0.745393,0.1444032,0.00002513769,0.0001949207,0.000172171,0.02921985],"genre_scores_gemma":[0.006658024,0.1391433,0.001325282,0.6549825,0.1541846,0.00006055506,0.0003732324,0.0001616157,0.04311077],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04896303,"threshold_uncertainty_score":0.1637976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927974512530953,"score_gpt":0.5203297129162123,"score_spread":0.327532261663117,"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."}}