{"id":"W4281723539","doi":"10.1136/bmjopen-2021-055735","title":"Triple-negative breast cancer prevalence in Africa: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University Health Network; University of Toronto; St. Joseph’s Healthcare Hamilton; York University; McMaster University; Princess Margaret Cancer Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Cure Brain Cancer Foundation","keywords":"Medicine; Meta-analysis; Breast cancer; Demography; Publication bias; Oncology; Triple-negative breast cancer; Internal medicine; Gynecology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001077793,0.0005110471,0.006401417,0.0001202169,0.00008996936,0.00005547742,0.0007998014,0.0001102256,0.000952801],"category_scores_gemma":[0.0001947324,0.0003366797,0.001218719,0.0008290209,0.00005809014,0.000007749233,0.001452804,0.0001543769,0.000006976209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367076,"about_ca_system_score_gemma":0.0003285496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566583,"about_ca_topic_score_gemma":0.0006300876,"domain_scores_codex":[0.9966531,0.001108983,0.0008821494,0.0008566934,0.0002393031,0.0002597597],"domain_scores_gemma":[0.9979794,0.0001116905,0.0008446404,0.000944216,0.00005612197,0.00006393486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001525637,0.00005825655,0.000009457373,0.8152274,0.1819858,0.00001243343,0.00005540022,6.292454e-7,1.967983e-8,0.000005579345,0.001031382,0.001598309],"study_design_scores_gemma":[0.0002157452,0.00002881686,0.00002882928,0.02706265,0.9178177,0.00008130925,0.00003345479,2.427573e-7,1.690673e-7,0.0000045204,0.05427653,0.0004500475],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.770144e-8,0.9779826,0.000001440399,0.0002491542,0.00002249751,0.01900548,0.002216306,0.000004178223,0.0005182389],"genre_scores_gemma":[0.000004804943,0.919587,0.00005178501,0.0002210526,0.00002010951,0.07663246,0.0001373042,0.00003296096,0.003312566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7881648,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.195800186695531,"score_gpt":0.4447734948270842,"score_spread":0.2489733081315532,"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."}}