{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001063666,0.0003042144,0.00203099,0.0009112449,0.00007952139,0.00002131333,0.0002748888,0.0004682852,0.0001485261],"category_scores_gemma":[0.0004582121,0.0002659962,0.0004142058,0.0009340656,0.0002723455,0.00003456735,0.0002741911,0.003484487,0.0002345199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775807,"about_ca_system_score_gemma":0.001179661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001729498,"about_ca_topic_score_gemma":0.002602755,"domain_scores_codex":[0.9960572,0.001153516,0.0005723066,0.000885345,0.0004770737,0.0008545342],"domain_scores_gemma":[0.9986285,0.0002924241,0.0001509111,0.0003661146,0.0003012276,0.0002608153],"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":[0.01113631,0.000216397,0.00613321,0.004120138,0.0004179502,0.0008645504,0.0003191603,7.092823e-7,0.00000142123,0.00002535388,0.00918995,0.9675748],"study_design_scores_gemma":[0.001479174,0.00867638,0.001526806,0.006440827,0.0002756098,0.0004448204,0.0001846223,0.00003009051,5.966219e-7,0.00002749246,0.9807879,0.0001257151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00106802,0.9940017,0.000007692046,0.001886008,0.0003616184,0.001591307,0.00005667895,0.00006211753,0.0009648224],"genre_scores_gemma":[0.0008189412,0.9967088,0.00004586741,0.0001998608,0.0007066312,0.0008231328,0.00003462105,0.00005903301,0.0006031899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9715979,"threshold_uncertainty_score":0.9999792,"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."}}