{"id":"W4410225167","doi":"10.1200/go-25-00018","title":"Outcomes of Adolescent and Young Adult Women With Breast Cancer in Rural and Urban Saskatchewan: A Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McGill University","funders":"","keywords":"Medicine; Breast cancer; Hazard ratio; Proportional hazards model; Cohort; Internal medicine; Cancer; Oncology; Multivariate analysis; Retrospective cohort study; Residence; Cohort study; Young adult; Stage (stratigraphy); Disease; Gynecology; Demography; Confidence interval","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":[0.0004056428,0.0003242689,0.0003377852,0.001023994,0.001092488,0.0006316888,0.0005713786,0.0003310141,0.001195557],"category_scores_gemma":[0.0009075989,0.0003767869,0.0003688105,0.001971779,0.0003360561,0.0004477853,0.0007425001,0.0006076223,0.0002905783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230845,"about_ca_system_score_gemma":0.002681063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4125777,"about_ca_topic_score_gemma":0.5521161,"domain_scores_codex":[0.9996481,0.00005306842,0.00003670513,0.00007565863,0.00008293262,0.0001034832],"domain_scores_gemma":[0.9991259,0.00006443253,0.0003032355,0.00007350108,0.0002089751,0.0002239566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002243839,0.0000159362,0.9992141,0.000005389077,0.00002511519,0.0000813802,0.0001101905,0.00001492201,0.00006762199,0.000008298207,0.0001029076,0.000331768],"study_design_scores_gemma":[0.000005881674,0.00003174679,0.9987741,0.00001188784,0.0000158971,0.0001679763,0.000630189,0.00007655602,0.0000206769,0.00001255926,0.0002480032,0.00000449029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984168,0.0001075175,0.00003239292,0.00003472685,0.000002869234,0.00002380617,0.001019646,0.000002012275,0.0003602649],"genre_scores_gemma":[0.9985799,0.0002015746,0.00004675265,0.00005283154,0.000002815003,0.00003098431,0.0008563371,0.000001675801,0.0002271752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5874223,"threshold_uncertainty_score":0.8203524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00245778260595117,"score_gpt":0.2620576613504456,"score_spread":0.2595998787444944,"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."}}