{"id":"W4391143935","doi":"10.1111/his.15149","title":"Venous invasion detectable only by elastic stain shows weak prognostic value in colon cancer","year":2024,"lang":"en","type":"article","venue":"Histopathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Stain; Medicine; Trichrome stain; Proportional hazards model; Hazard ratio; Internal medicine; Pathology; Staining; Trichrome; Cancer; Gastroenterology; H&E stain; Immunohistochemistry; Confidence interval","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":[0.0007446035,0.000260561,0.0001547786,0.0007297338,0.0001942826,0.0005055954,0.0002217396,0.0003101604,0.001821978],"category_scores_gemma":[0.004147392,0.0001395135,0.0002396832,0.0006540016,0.0004586417,0.000426509,0.000406427,0.0002915798,0.0002659089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938151,"about_ca_system_score_gemma":0.0001927315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006836926,"about_ca_topic_score_gemma":0.001376688,"domain_scores_codex":[0.9996858,0.00007827891,0.00004481431,0.00005379703,0.00008218524,0.00005515494],"domain_scores_gemma":[0.996863,0.001029095,0.001346728,0.0001931678,0.0002953613,0.0002726369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002561625,0.000005366629,0.9963128,0.00001899622,0.00001839977,0.0001276961,0.00001341488,0.00004701578,0.0008731325,0.000006340783,0.00002415417,0.002296617],"study_design_scores_gemma":[0.00000509873,0.0001589204,0.9971571,0.00001555735,0.00004209968,0.001160814,0.00008661632,0.0003890947,0.0007670689,0.00004696335,0.0001666538,0.000003979892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998239,0.001040795,0.0001767403,0.000036415,0.000007066415,0.000003101619,0.00006667573,0.000006781714,0.0004233861],"genre_scores_gemma":[0.9995707,0.0001541765,0.0001021688,0.000004330807,0.000009239769,0.000001138478,0.00009180416,0.000001652951,0.00006464819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821978,"threshold_uncertainty_score":0.006095052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495517318028951,"score_gpt":0.2795105485010485,"score_spread":0.264555375320759,"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."}}