{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001985763,0.0002101286,0.0004486331,0.0002142364,0.00005357583,0.0000145064,0.00008374154,0.0001847633,0.0005505649],"category_scores_gemma":[0.0002146782,0.000187168,0.00007711476,0.0004200114,0.0001175747,0.00005699548,0.00006186987,0.0003687844,0.0001327488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599598,"about_ca_system_score_gemma":0.0005629159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000621856,"about_ca_topic_score_gemma":0.000936548,"domain_scores_codex":[0.9983735,0.0001381785,0.0002907799,0.0005406115,0.0002044478,0.0004524977],"domain_scores_gemma":[0.9993176,0.0002585826,0.00004126214,0.0002078683,0.00003811306,0.0001365388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004782435,0.004157115,0.4159229,0.002293887,0.0001145824,0.04077999,0.003897556,0.0004045902,0.3233439,0.002264753,0.01862361,0.1834147],"study_design_scores_gemma":[0.008818923,0.01657071,0.4351182,0.002687035,0.001169143,0.005570394,0.0003447744,0.006358861,0.007345024,0.001635492,0.5130171,0.001364318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737638,0.01853111,0.00008805563,0.0005761528,0.00097042,0.000759159,0.00004705815,0.0001720951,0.005092213],"genre_scores_gemma":[0.9915357,0.0002593726,0.0001331452,0.0002272888,0.00009176254,0.0004055923,0.00003547757,0.00004671465,0.007264993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4943935,"threshold_uncertainty_score":0.763249,"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."}}