{"id":"W4410812800","doi":"10.1200/jco.2025.43.16_suppl.e12572","title":"Mammographic screening and time to breast cancer diagnosis among immigrants and long-term residents in Ontario.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Immigration; Breast cancer; Mammography; Cancer; Breast cancer screening; Gynecology; Family medicine; Demography; Gerontology; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004347558,0.0002486757,0.000267018,0.000741069,0.001610943,0.0006255714,0.0007276242,0.0004676112,0.003387304],"category_scores_gemma":[0.002487378,0.0003070538,0.0007693288,0.00188757,0.0004613195,0.0003739393,0.0007201192,0.0004952087,0.0003217637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208703,"about_ca_system_score_gemma":0.0122777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761583,"about_ca_topic_score_gemma":0.9880477,"domain_scores_codex":[0.9995993,0.00002639971,0.00003674438,0.0000692838,0.0001129563,0.0001554029],"domain_scores_gemma":[0.9984627,0.00008197134,0.0005897789,0.00003691152,0.00042113,0.0004075617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007516561,0.00001458808,0.99675,0.00003937549,0.00003093605,0.00006663828,0.0004841825,0.00003039051,0.00006797969,0.00002729941,0.0009365522,0.001476879],"study_design_scores_gemma":[0.000006381467,0.00001711976,0.9983609,0.00003547517,0.00002021069,0.00004068653,0.0007948274,0.00009431588,0.00001037787,0.0000104017,0.0006044185,0.00000478383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902695,0.0009261469,0.00005513198,0.0006106708,0.00002074397,0.00002885649,0.006095568,0.000009416251,0.001983832],"genre_scores_gemma":[0.9959319,0.0003002146,0.00008486966,0.0001148751,0.000009277275,0.00002207485,0.002060013,0.000004804109,0.00147189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02384168,"threshold_uncertainty_score":0.08769798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008083665667388,"score_gpt":0.4517325421047266,"score_spread":0.3509241755379877,"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."}}