{"id":"W2166886599","doi":"10.1186/bcr3417","title":"Illuminating luminal B: QSOX1 as a subtype-specific biomarker","year":2013,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Breast cancer; Tamoxifen; Biomarker; Medicine; Disease; Surgical oncology; Oncology; Cancer research; Cancer; Estrogen receptor; Internal medicine; Trastuzumab; Biology","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":[0.002351007,0.0004868395,0.0007049516,0.0009575064,0.0007154203,0.00281286,0.001023862,0.002619782,0.002419324],"category_scores_gemma":[0.003398377,0.0003677247,0.0005426415,0.0006826945,0.001373673,0.002043189,0.001052913,0.005305958,0.001333788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008829483,"about_ca_system_score_gemma":0.00109507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008567685,"about_ca_topic_score_gemma":0.001662184,"domain_scores_codex":[0.9989913,0.0002261482,0.00006036642,0.0002209692,0.0003501145,0.0001510621],"domain_scores_gemma":[0.9977461,0.0006666156,0.0002510633,0.0001248027,0.0007755094,0.0004358773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001060059,0.0001710267,0.02654103,0.001509094,0.0002495666,0.001047399,0.0007392574,0.0002966796,0.02679178,0.02211133,0.5695407,0.3499421],"study_design_scores_gemma":[0.0001144259,0.0003138289,0.01505045,0.0005085022,0.0002881114,0.002092816,0.0007096342,0.001309579,0.00831544,0.01629906,0.9549306,0.00006750142],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04651856,0.2991248,0.01219541,0.5253305,0.09466009,0.0001252677,0.001342896,0.0005953083,0.02010718],"genre_scores_gemma":[0.3419608,0.2322959,0.0129041,0.2036014,0.1729867,0.0001786743,0.001411711,0.0003565282,0.03430426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00281286,"threshold_uncertainty_score":0.01243341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035280410298341,"score_gpt":0.383343808105409,"score_spread":0.348063397807068,"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."}}