{"id":"W4403781945","doi":"10.23749/mdl.v115i5.16306","title":"Occupational Exposure to Benzene and Risk of Breast Cancer: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"˜La œMedicina del lavoro","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Breast cancer; Occupational exposure; Medicine; Systematic review; Risk assessment; Environmental health; Oncology; Cancer; Risk analysis (engineering); MEDLINE; Internal medicine; Computer science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0149331,0.002684541,0.01669555,0.007593394,0.0007871254,0.00346513,0.002216872,0.002234113,0.003831759],"category_scores_gemma":[0.03719929,0.001575952,0.03307083,0.009151012,0.0008055903,0.001870215,0.001680691,0.001694106,0.0003321803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003174703,"about_ca_system_score_gemma":0.005732545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008489424,"about_ca_topic_score_gemma":0.01953362,"domain_scores_codex":[0.9890211,0.00505208,0.003016697,0.001077044,0.001446711,0.0003862556],"domain_scores_gemma":[0.9787649,0.01579222,0.003141807,0.0006298388,0.001449863,0.0002214968],"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":[0.0009325399,0.00002466415,0.004720937,0.5514947,0.4296818,0.000138113,0.00009813056,0.0005880572,0.0002049442,0.0001511755,0.0007949008,0.01116995],"study_design_scores_gemma":[0.0003031086,0.0001450841,0.004207911,0.05484604,0.9374102,0.0001324633,0.00004771931,0.0002023005,0.0001348144,0.0002432718,0.002301096,0.0000260249],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00281248,0.9954078,0.0005174252,0.0001976595,0.0001042682,0.0002413012,0.0005261519,0.0000217261,0.0001711113],"genre_scores_gemma":[0.08915737,0.90527,0.002326498,0.0007379946,0.0002283244,0.001149943,0.0008386258,0.00002603855,0.0002652631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01669555,"threshold_uncertainty_score":0.07897472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135666492795812,"score_gpt":0.3518237074989732,"score_spread":0.3204670425710151,"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."}}