{"id":"W2911238844","doi":"10.5376/cge.2018.07.0002","title":"Diagnosis and Treatment of Triple Negative Breast Cancer","year":2018,"lang":"en","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triple-negative breast cancer; Breast cancer; Medicine; Triple negative; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003030575,0.000257089,0.0002803055,0.00004076471,0.0001352275,0.00001755039,0.00007847117,0.0001095439,0.00005102606],"category_scores_gemma":[0.000007787929,0.0002227744,0.00005505126,0.00009841513,0.0005284731,0.000002416033,0.0001004856,0.00002487258,9.791805e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004223327,"about_ca_system_score_gemma":0.00009842872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008484842,"about_ca_topic_score_gemma":0.001996406,"domain_scores_codex":[0.9989445,0.00002903805,0.0002190504,0.0004315433,0.0001039357,0.0002719108],"domain_scores_gemma":[0.9992731,0.00001733185,0.0001126199,0.0002591525,0.0002078434,0.0001299792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002503542,0.0001887523,0.6446037,0.00003928336,0.0005612262,0.000001400411,0.0009909594,0.00002972375,0.009476835,0.0000250898,0.0009695569,0.3428631],"study_design_scores_gemma":[0.001844631,0.0009245152,0.7150952,0.00004609952,0.0002566689,0.00001007757,0.0001722522,0.00006477728,0.2553508,0.0001486252,0.02575636,0.0003299787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487894,0.0492111,0.00005347434,0.0005107743,0.0003191874,0.0002676685,0.0007323312,0.000006669851,0.0001093708],"genre_scores_gemma":[0.7654656,0.2329495,0.0005387503,0.0001024897,0.0005513989,0.0002152726,0.00001195153,0.00002635935,0.0001387798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3425331,"threshold_uncertainty_score":0.9084477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983348868309388,"score_gpt":0.2922217196503217,"score_spread":0.2723882309672278,"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."}}