{"id":"W2072712535","doi":"10.3816/cbc.2008.s.014","title":"Basal and Triple-Negative Breast Cancers: Impact on Clinical Decision-Making and Novel Therapeutic Options","year":2008,"lang":"en","type":"review","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Subtyping; Triple negative; Oncology; Clinical decision making; Triple-negative breast cancer; Internal medicine; Bioinformatics; Cancer; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000491278,0.001008741,0.002588257,0.0001203647,0.0003117903,0.00006972608,0.0003641881,0.0009946628,0.00009017572],"category_scores_gemma":[0.0003125051,0.0007019683,0.001269228,0.0002687347,0.001198412,0.00001536416,0.0004226085,0.0008818466,0.00001681133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113242,"about_ca_system_score_gemma":0.001501662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002451191,"about_ca_topic_score_gemma":0.0001970265,"domain_scores_codex":[0.9952887,0.0004277283,0.001602679,0.001751617,0.0003127256,0.0006165532],"domain_scores_gemma":[0.9958561,0.001907066,0.0008013762,0.0007864914,0.0002233103,0.0004256579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009351338,0.0003372089,0.005017541,0.000230473,0.002452117,0.00001258138,0.00001491191,0.000005036599,3.574446e-7,0.00002003677,0.002900971,0.9880736],"study_design_scores_gemma":[0.00976182,0.00206224,0.4264905,0.02236303,0.004540855,0.003896436,0.00008368737,0.00005039367,7.245083e-7,0.0003342585,0.5274476,0.002968377],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001263135,0.9913831,0.0001772672,0.0002372249,0.001142476,0.0009176318,0.004739917,0.00003359999,0.0001056092],"genre_scores_gemma":[0.01139681,0.9841714,0.0004009056,0.0007554992,0.002641252,0.0003298472,0.0001086001,0.0001342427,0.0000614349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9851053,"threshold_uncertainty_score":0.9995431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08261093959511503,"score_gpt":0.4686493979078485,"score_spread":0.3860384583127334,"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."}}