{"id":"W4408797516","doi":"10.1016/j.labinv.2024.102899","title":"668 Validation of a Two-Antibody Algorithm for Mismatch Repair Deficiency Testing in Colorectal Cancer in Our Lab","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Colorectal cancer; Medicine; Antibody; Cancer; Algorithm; Oncology; Internal medicine; Computer science; Immunology","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":[0.009774212,0.001184251,0.0008082939,0.004438725,0.0007563046,0.002523236,0.001938759,0.001657324,0.00269747],"category_scores_gemma":[0.02259216,0.0004839706,0.0009119028,0.001117189,0.0005304706,0.001081429,0.001335854,0.0009829632,0.001599222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009343138,"about_ca_system_score_gemma":0.002024121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125159,"about_ca_topic_score_gemma":0.005027452,"domain_scores_codex":[0.9932388,0.002480446,0.0009794605,0.001245901,0.001698118,0.0003572961],"domain_scores_gemma":[0.9877929,0.005671465,0.0007731061,0.0009637945,0.004297525,0.0005012387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002404005,0.0009475898,0.7057771,0.0003299989,0.0004838438,0.001008704,0.0003009831,0.01170353,0.02863912,0.001560521,0.0106644,0.2361802],"study_design_scores_gemma":[0.001051882,0.003088991,0.3425733,0.0005342775,0.001124622,0.009257848,0.0007165922,0.5286308,0.0783742,0.005671961,0.02876457,0.0002110025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7497107,0.002601036,0.2221962,0.002949382,0.0005496595,0.001663367,0.002341039,0.004355332,0.01363336],"genre_scores_gemma":[0.7366419,0.0004365843,0.2569025,0.001288709,0.000112472,0.0004049595,0.002168034,0.0002629884,0.001781739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009774212,"threshold_uncertainty_score":0.05169159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326605944651401,"score_gpt":0.3375766767612481,"score_spread":0.3143106173147341,"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."}}