{"id":"W2015983160","doi":"10.3390/cancers2021040","title":"Biomarkers for Basal-like Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Cancers","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast cancer; Biomarker; Biomarker discovery; Gene expression profiling; Oncology; Microarray; Medicine; Basal (medicine); Cancer; Bioinformatics; Internal medicine; Gene expression; Pathology; Biology; Computational biology; Gene; Proteomics; Genetics","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":[0.001754408,0.0005575415,0.0008072286,0.00270904,0.0004102568,0.001310527,0.0004722288,0.0008312375,0.002076971],"category_scores_gemma":[0.001625098,0.0002086607,0.000423648,0.001411893,0.0004194693,0.0007342706,0.0004146911,0.0009109514,0.001093892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856307,"about_ca_system_score_gemma":0.0005050527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004394383,"about_ca_topic_score_gemma":0.0005226902,"domain_scores_codex":[0.9995006,0.0001741975,0.00005019806,0.00005638475,0.0001766562,0.00004187279],"domain_scores_gemma":[0.9993987,0.0001549271,0.000154843,0.00005111096,0.000168267,0.0000721781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002409418,0.0006094024,0.2011839,0.003705767,0.0004997442,0.002144031,0.0002617792,0.001125081,0.255286,0.01014308,0.01527188,0.5073598],"study_design_scores_gemma":[0.0002608022,0.004669764,0.3388603,0.00237406,0.001454194,0.03415877,0.001503078,0.004522434,0.2338412,0.03170977,0.3464454,0.0002001985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2389002,0.6770625,0.04569234,0.009063,0.001578889,0.0006420537,0.004046659,0.0007551963,0.02225905],"genre_scores_gemma":[0.7206897,0.1987973,0.06135219,0.002936516,0.001096281,0.0005385578,0.004316414,0.00005495809,0.01021804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00270904,"threshold_uncertainty_score":0.009278297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007991934601686058,"score_gpt":0.2670376127035483,"score_spread":0.2590456781018622,"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."}}