{"id":"W2104141293","doi":"10.3748/wjg.v19.i46.8468","title":"Early stage colon cancer","year":2013,"lang":"en","type":"review","venue":"World Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Colorectal cancer; Stage (stratigraphy); Colonoscopy; Lymph node; Cancer; Lymph; Oncology; Internal medicine; Asymptomatic; Pathology; Gastroenterology; Radiology","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":[0.0002726841,0.0002964161,0.002142996,0.0007564408,0.00003823045,0.00002294964,0.0001806203,0.0001596613,0.0007841352],"category_scores_gemma":[0.00003380852,0.000214428,0.0007291141,0.0002439538,0.00008064735,0.0000727466,0.00005403808,0.001163701,0.00003411848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494752,"about_ca_system_score_gemma":0.0002673178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098973,"about_ca_topic_score_gemma":0.0003749063,"domain_scores_codex":[0.9980611,0.000211295,0.0009086806,0.0002031667,0.0002599844,0.0003558118],"domain_scores_gemma":[0.9979742,0.00006383501,0.001297044,0.0002000111,0.000230267,0.0002346865],"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":[0.006565509,0.00009833334,0.002010522,0.003655214,0.001004427,0.0002987449,0.00003507038,0.000002795015,0.000003657437,0.000004429568,0.008526244,0.9777951],"study_design_scores_gemma":[0.0009545194,0.01101167,0.000574603,0.006217038,0.001362937,0.001765869,0.00000449603,0.00000197129,0.000001264411,0.000002584175,0.9780222,0.00008090854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004838598,0.9926553,0.0001100863,0.0002388963,0.001463817,0.0003813469,0.00001741864,0.00001860697,0.0002759056],"genre_scores_gemma":[0.000769717,0.9929818,0.0003337472,0.0002430022,0.001108556,0.00004727588,0.000005272054,0.00004679791,0.004463863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9777141,"threshold_uncertainty_score":0.874412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512986700858667,"score_gpt":0.3444867932136975,"score_spread":0.2993569262051108,"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."}}