{"id":"W4408162228","doi":"10.1111/jrh.70008","title":"The rural disadvantage – prostate cancer outcomes of rural and urban patients over 25 years","year":2025,"lang":"en","type":"article","venue":"The Journal of Rural Health","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Cancer Foundation","keywords":"Medicine; Prostate cancer; Rural area; Cancer registry; Demography; Cancer; Residence; Cohort; Mortality rate; Androgen deprivation therapy; Malignancy; Cohort study; Gerontology; Internal medicine; Pathology","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":[0.0003365446,0.0001821025,0.0002126719,0.0007341988,0.0005744417,0.0006595873,0.0003189216,0.0002442948,0.001871731],"category_scores_gemma":[0.0009608887,0.000126358,0.000257324,0.001081534,0.0004018948,0.0003690142,0.0006483788,0.0004384874,0.0002225746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008319074,"about_ca_system_score_gemma":0.001138536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.125666,"about_ca_topic_score_gemma":0.1762811,"domain_scores_codex":[0.9996846,0.00005636373,0.00001311464,0.0000609628,0.00007925656,0.0001057893],"domain_scores_gemma":[0.9993966,0.00003596431,0.0002868067,0.00002241511,0.00007252252,0.000185771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007026832,0.00002354473,0.9975551,0.000009899423,0.00003734094,0.00004731145,0.0001777032,0.00003849395,0.00007549828,0.00002646393,0.0001884086,0.001750043],"study_design_scores_gemma":[0.000002618209,0.00002828564,0.9993047,0.000005380024,0.000009640431,0.00008202434,0.0002730341,0.00004294943,0.00001174905,0.00002243182,0.0002149289,0.000002219182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975574,0.0005156671,0.00005063383,0.0001584431,0.00000810224,0.000008813882,0.0006543547,0.000003391851,0.001043246],"genre_scores_gemma":[0.9994174,0.0000892941,0.00002361556,0.0000309173,0.000007412232,0.000002891785,0.000264884,0.000001036269,0.0001625026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125666,"threshold_uncertainty_score":0.2498691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008274931108594617,"score_gpt":0.3299882421865888,"score_spread":0.3217133110779942,"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."}}