{"id":"W2129329953","doi":"10.5858/2004-128-1131-mggafm","title":"MUC1 gene-derived glycoprotein assays for monitoring breast cancer (CA 15-3, CA 27.29, BR): are they measuring the same antigen?","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"MUC1; Analyte; Context (archaeology); Antigen; Breast cancer; Glycoprotein; Immunoassay; Computational biology; Medicine; Molecular biology; Cancer; Chemistry; Biology; Oncology; Immunology; Internal medicine; Chromatography; Antibody","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":[0.01404027,0.0003850064,0.0003116746,0.000931407,0.0002802887,0.0007055848,0.0006614733,0.0005822598,0.001070909],"category_scores_gemma":[0.02097958,0.0001419731,0.0003124901,0.001509543,0.0008835791,0.0005092177,0.0004625894,0.0005305725,0.0004584112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008859455,"about_ca_system_score_gemma":0.0008509179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836725,"about_ca_topic_score_gemma":0.004464722,"domain_scores_codex":[0.9904003,0.005086412,0.0007006607,0.001092429,0.002423253,0.0002969553],"domain_scores_gemma":[0.9835452,0.006223504,0.005430178,0.001273074,0.003205853,0.000322071],"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":[0.0004881156,0.0001511568,0.8846346,0.000512931,0.0002264757,0.00007904517,0.000392131,0.0007597283,0.01516281,0.0004133838,0.00181534,0.09536438],"study_design_scores_gemma":[0.0000381438,0.001507251,0.936968,0.0001950938,0.0002591254,0.001623285,0.0006729031,0.003146488,0.04415667,0.0005909627,0.01080636,0.00003570077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965791,0.009429713,0.01740808,0.001189728,0.00009227179,0.0002485182,0.001031134,0.0001231637,0.004686424],"genre_scores_gemma":[0.9861989,0.001437289,0.01077584,0.0004150365,0.00003511413,0.00007028552,0.0006983672,0.00001555402,0.0003535378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01404027,"threshold_uncertainty_score":0.0742529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014218366645363,"score_gpt":0.2657412697145448,"score_spread":0.2355990860480912,"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."}}