{"id":"W4407878464","doi":"10.3390/curroncol32030123","title":"When “One Size Fits All” Fits None: A Commentary on the Impacts of the“Draft Canadian Breast Cancer Screening Guidelines” on Racialized Populations in Canada","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; HOPE Innovations (Canada); University of Toronto; Toronto East General Hospital; Women's College Hospital; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Breast cancer; Medicine; Ethnic group; Indigenous; Breast cancer screening; Cancer; Epidemiology; Health equity; Demography; Disease; Gerontology; Family medicine; Public health; Pathology; Mammography; Internal medicine; Political science","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":[0.01937187,0.001347995,0.003558562,0.003175824,0.005873284,0.006440271,0.007412632,0.01992861,0.003882385],"category_scores_gemma":[0.08154531,0.0009155719,0.002729496,0.006502125,0.009986676,0.006893146,0.002473859,0.02553487,0.001531863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04923901,"about_ca_system_score_gemma":0.165267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7009002,"about_ca_topic_score_gemma":0.8067153,"domain_scores_codex":[0.9803504,0.005907387,0.002588115,0.001361004,0.008022035,0.001771147],"domain_scores_gemma":[0.9244443,0.03536606,0.002910974,0.0006698957,0.03293375,0.00367506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002934316,0.000004969959,0.00007020798,0.003166112,0.00004465066,0.0001134595,0.0007452799,0.00003959218,0.0000440276,0.003912273,0.9763528,0.01547738],"study_design_scores_gemma":[0.00004709732,0.00001345354,0.0004109494,0.01622034,0.0001253728,0.0001817655,0.001127156,0.00005152433,0.00005494799,0.002634705,0.9790749,0.00005792445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001018623,0.2690493,0.0001383067,0.6871732,0.04142385,0.00002950228,0.0002166231,0.00001790536,0.001849394],"genre_scores_gemma":[0.003550918,0.197307,0.0005017485,0.7754115,0.01975853,0.00008735095,0.0001541419,0.00005422869,0.003174557],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2990998,"threshold_uncertainty_score":0.6017225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4218236069337443,"score_gpt":0.511203060550036,"score_spread":0.08937945361629163,"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."}}