{"id":"W2793570480","doi":"10.2147/cmar.s148317","title":"Neoadjuvant chemotherapy among patients treated for nonmetastatic breast cancer in a population with a high HIV prevalence in Johannesburg, South Africa","year":2018,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Cancer Institute; Medical Research Council; Cancer Association of South Africa; South African Medical Research Council","keywords":"Medicine; Breast cancer; Chemotherapy; Human immunodeficiency virus (HIV); Oncology; Population; Internal medicine; Cancer; Demography; Gynecology; Environmental health; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003287415,0.0001419325,0.0002466831,0.0003869766,0.000100839,0.00003422615,0.00008157369,0.00005648705,0.0001483255],"category_scores_gemma":[0.000009071404,0.0001058035,0.00002589576,0.000772844,0.0001540104,0.0001114461,0.00003620566,0.0001425052,0.000001604928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013276,"about_ca_system_score_gemma":0.00004967849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417632,"about_ca_topic_score_gemma":0.0017896,"domain_scores_codex":[0.9984443,0.00005703828,0.0002009266,0.0003937494,0.000410593,0.0004934214],"domain_scores_gemma":[0.9995011,0.00002069108,0.000064748,0.0001503196,0.0001756701,0.00008747293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002271802,0.0001710418,0.970334,0.0004997132,0.00008591174,0.000007677056,0.002126959,0.0000395851,0.00001126015,0.00002677453,0.0009262782,0.02349903],"study_design_scores_gemma":[0.01076038,0.000443696,0.985276,0.0008653913,0.0000542781,1.545052e-7,0.0005918205,0.001423583,0.00002225308,0.0001225076,0.000303574,0.0001363481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958289,0.0006617126,0.00002435294,0.0008738235,0.00004198803,0.001981364,0.00006929965,0.00001613548,0.0005024754],"genre_scores_gemma":[0.993705,0.001315781,0.00005521863,0.00007400907,0.00005913475,0.0008988529,0.00002930023,0.00002774156,0.003834986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336268,"threshold_uncertainty_score":0.4314543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288144814547255,"score_gpt":0.3170786814220852,"score_spread":0.2941972332766126,"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."}}