{"id":"W2009894140","doi":"10.1097/pas.0b013e31826a92cd","title":"Venous Invasion in Colorectal Cancer","year":2012,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"HalTech; Guelph General Hospital; Royal Victoria Regional Health Centre; South Bruce Grey Health Centre; Grand River Hospital","funders":"","keywords":"Stain; Medicine; H&E stain; Colorectal cancer; Pathology; Cancer; Internal medicine; Gastroenterology; Staining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001722414,0.0001936619,0.0001608877,0.001175938,0.0002570403,0.0005728662,0.0002190516,0.0002653757,0.00119304],"category_scores_gemma":[0.007130997,0.0001786053,0.0001804351,0.00103495,0.0003272466,0.0004556672,0.0005645938,0.0003988742,0.0001769003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617675,"about_ca_system_score_gemma":0.0002853046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890699,"about_ca_topic_score_gemma":0.003049539,"domain_scores_codex":[0.9985901,0.0006173642,0.0001061674,0.0001665988,0.0004148552,0.0001049239],"domain_scores_gemma":[0.996029,0.001455506,0.00151109,0.0001986758,0.0005908915,0.0002148451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003021902,0.00002304707,0.9542714,0.0002375456,0.00005756669,0.0005716399,0.0002717556,0.0002573605,0.00355936,0.0001388728,0.0003634595,0.03994583],"study_design_scores_gemma":[0.000004638435,0.0001133554,0.9925398,0.00005797161,0.00002679784,0.003357131,0.0002099183,0.0008327684,0.0009273075,0.0001909867,0.001729275,0.00001006406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978921,0.01484791,0.002192148,0.0002247385,0.00007555299,0.00004933951,0.0001386384,0.00002697828,0.003523779],"genre_scores_gemma":[0.9962365,0.002213982,0.0009720491,0.00002929552,0.00005327101,0.00001312199,0.0001366598,0.000004155679,0.0003408124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001890699,"threshold_uncertainty_score":0.00910908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486915953939986,"score_gpt":0.32106295674229,"score_spread":0.2961937972028901,"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."}}