{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840717,0.0001590265,0.0001704095,0.0005877177,0.0004910493,0.0005758305,0.0001993214,0.0002029432,0.001299061],"category_scores_gemma":[0.001004404,0.0002726894,0.0001383149,0.0008621094,0.0002187689,0.0004435046,0.0003419947,0.0003822309,0.000132474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425603,"about_ca_system_score_gemma":0.0005082999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156865,"about_ca_topic_score_gemma":0.01672665,"domain_scores_codex":[0.9998759,0.00003285651,0.00001317463,0.00002190942,0.00001880837,0.00003723571],"domain_scores_gemma":[0.9996667,0.00005452599,0.0002016743,0.000007497041,0.00001595269,0.00005368556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003589429,0.00004390301,0.9968367,0.0000143843,0.00001254731,0.0006819522,0.0006718038,0.00002449483,0.0003699367,0.00002333273,0.0001023503,0.001182773],"study_design_scores_gemma":[0.00001473395,0.0001085939,0.9931507,0.00002864933,0.00001724795,0.001348715,0.004424368,0.0002557557,0.0001125252,0.00003570541,0.0004967586,0.000006195422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996406,0.0000737097,0.00001426316,0.00007810254,0.000001830526,0.000006909692,0.00004853087,5.542927e-7,0.0001354751],"genre_scores_gemma":[0.9996428,0.0001342506,0.00003381565,0.00003813078,0.000003725116,0.00000946258,0.00005220127,4.552082e-7,0.00008506233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156865,"threshold_uncertainty_score":0.02300262,"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."}}