{"id":"W4283724117","doi":"10.1007/s10903-022-01378-w","title":"Stage-Specific Risk of Breast Cancer among Canadian Immigrant and Non-Immigrant Women","year":2022,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Manitoba; Canadian Centre for Applied Research in Cancer Control; Simon Fraser University; BC Cancer Agency","funders":"Canadian Institutes of Health Research","keywords":"Immigration; Medicine; Breast cancer; Poisson regression; Incidence (geometry); Demography; Stage (stratigraphy); Population; Cancer; Internal medicine; Environmental health; Geography; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002640014,0.0003504682,0.0002623371,0.001323021,0.001303295,0.0008689604,0.0006533863,0.0005590381,0.004173087],"category_scores_gemma":[0.001116453,0.0003017126,0.0009546975,0.001713503,0.0003308254,0.0002640603,0.0005197072,0.0007135726,0.0002815982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004827554,"about_ca_system_score_gemma":0.007685291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275284,"about_ca_topic_score_gemma":0.9582162,"domain_scores_codex":[0.9997579,0.0000145936,0.0000121882,0.00003155853,0.00005038146,0.0001332857],"domain_scores_gemma":[0.999342,0.0000544014,0.0001232185,0.00002450499,0.0001887528,0.0002672169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002124155,0.00001825942,0.9974412,0.00001130033,0.0000457404,0.00005961931,0.0002328641,0.00006114611,0.0001848835,0.0000538385,0.0004166636,0.001262185],"study_design_scores_gemma":[0.00000506437,0.00002325029,0.9986652,0.000008909377,0.00002832502,0.00007653621,0.000752651,0.0001251707,0.00002366075,0.0000212281,0.0002630389,0.000007064215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943531,0.0003863806,0.00003121026,0.0001188876,0.00001096697,0.00001408515,0.002568075,0.000009255099,0.002508066],"genre_scores_gemma":[0.9977893,0.0002319004,0.00003716512,0.00003781373,0.000005333473,0.000005582458,0.000937447,0.000003673968,0.000951811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07247156,"threshold_uncertainty_score":0.1457967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272044809479274,"score_gpt":0.2862858216726048,"score_spread":0.2635653735778121,"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."}}