{"id":"W2945756254","doi":"10.1016/j.humpath.2019.05.005","title":"CDX2 and Muc2 immunohistochemistry as prognostic markers in stage II colon cancer","year":2019,"lang":"en","type":"article","venue":"Human Pathology","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; London Health Sciences Centre","funders":"Physicians' Services Incorporated Foundation","keywords":"CDX2; Villin; Immunohistochemistry; Colorectal cancer; Oncology; Internal medicine; Hazard ratio; Cancer; Medicine; Chemotherapy; Pathology; Biology; Confidence interval; Gene expression; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006330656,0.0002926256,0.0002339087,0.001363327,0.0002656859,0.0007453976,0.0002049827,0.0003838406,0.001282825],"category_scores_gemma":[0.0008091754,0.0001802331,0.0001815347,0.0006540471,0.0003036993,0.0003470741,0.0003000148,0.000234352,0.0001857406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843246,"about_ca_system_score_gemma":0.0002018452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130434,"about_ca_topic_score_gemma":0.002507335,"domain_scores_codex":[0.9997877,0.00006505574,0.00001800841,0.00002721157,0.00003869493,0.00006326253],"domain_scores_gemma":[0.9996195,0.0001068228,0.00008309452,0.00002541471,0.00005858318,0.0001066224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002373928,0.00003653299,0.9603662,0.00007130657,0.00007758457,0.0006215844,0.00009737533,0.0001722663,0.02553212,0.0001087051,0.0003284027,0.01021393],"study_design_scores_gemma":[0.00003831861,0.0002879923,0.9864079,0.00002282864,0.0001451296,0.001731212,0.0003307578,0.001605109,0.006958759,0.0001192042,0.002343243,0.000009604011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99442,0.003230566,0.0002200866,0.00006752378,0.00002025298,0.000007682467,0.0001138106,0.00001267802,0.001907411],"genre_scores_gemma":[0.9986015,0.0004040775,0.0002336406,0.00001325267,0.00001931315,0.000006589405,0.0001313414,0.00000222527,0.0005880703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001363327,"threshold_uncertainty_score":0.004291415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006940642673343113,"score_gpt":0.2908549743050459,"score_spread":0.2839143316317028,"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."}}