{"id":"W4415871522","doi":"10.3390/curroncol32110616","title":"Breast Cancer Characteristics and Outcomes in Canadian Black Women by Ancestry","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Ottawa Hospital; Women's College Hospital; University of Ottawa","funders":"Public Health Agency of Canada","keywords":"Breast cancer; Black women; Incidence (geometry); White (mutation); Negroid; Population; Cancer; Census","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006537903,0.000471335,0.0004372959,0.002216222,0.003661533,0.0009271919,0.0009088087,0.0004719635,0.003235339],"category_scores_gemma":[0.001901887,0.0002988013,0.0007293396,0.004070411,0.0005442008,0.000342602,0.0007941505,0.0006281635,0.0004949846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516301,"about_ca_system_score_gemma":0.0176718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876544,"about_ca_topic_score_gemma":0.9926623,"domain_scores_codex":[0.9993234,0.00003336191,0.00002868909,0.0001081788,0.0002492498,0.0002572347],"domain_scores_gemma":[0.999091,0.00003424877,0.0001745164,0.00003253381,0.0004821905,0.000185483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037009,0.00002093762,0.9908461,0.00003720885,0.00007660461,0.000086962,0.0005952538,0.00007512023,0.0001744613,0.0001641858,0.003354065,0.004465475],"study_design_scores_gemma":[0.00001103247,0.00001761042,0.9947752,0.00005763782,0.00005570335,0.0001263231,0.001259354,0.0001374992,0.00005085739,0.00007057274,0.003420545,0.00001762222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653665,0.002888156,0.0001352919,0.001068544,0.00004197887,0.00005954827,0.01962484,0.0000264384,0.01078871],"genre_scores_gemma":[0.9867426,0.001564917,0.000260305,0.0003713153,0.00001981916,0.00004197876,0.00875618,0.00001750192,0.002225389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516301,"threshold_uncertainty_score":0.1100158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100498855067604,"score_gpt":0.4383722694441143,"score_spread":0.3378734143765103,"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."}}