{"id":"W4399476314","doi":"10.1016/j.semnephrol.2024.151502","title":"Access to Cancer Care: Prevention and Screening for Females Post Kidney Transplantation Around the World","year":2024,"lang":"en","type":"article","venue":"Seminars in Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Medicine; Cancer screening; Immunosuppression; Cancer; Disadvantaged; Transplantation; Kidney transplantation; Intensive care medicine; Population; Health care; Malignancy; Dialysis; Family medicine; Environmental health; Internal medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003298705,0.0000976218,0.0001733635,0.0007351195,0.0005180723,0.0005634718,0.000247421,0.000412988,0.00593755],"category_scores_gemma":[0.001724304,0.0001164321,0.000270685,0.0008661646,0.0002259498,0.000677324,0.000838533,0.0005694171,0.0002671375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085798,"about_ca_system_score_gemma":0.0009357018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02121679,"about_ca_topic_score_gemma":0.03270452,"domain_scores_codex":[0.9997575,0.00004757371,0.00001840641,0.00002796927,0.00004535435,0.0001032385],"domain_scores_gemma":[0.9989711,0.0001168691,0.0003939024,0.00001478082,0.00008992045,0.0004133919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004856081,0.00007036702,0.9736801,0.0000595114,0.00001914256,0.0001299965,0.0004658794,0.00003200644,0.0001963731,0.0002138714,0.002357391,0.02272675],"study_design_scores_gemma":[0.00000559093,0.00004928206,0.9946103,0.0001388846,0.00001549664,0.0003096749,0.001974966,0.00006509446,0.00004680629,0.0001598184,0.002617622,0.000006372577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614736,0.007303147,0.000224676,0.01852496,0.0001446577,0.00003295849,0.001549876,0.00001617826,0.01072989],"genre_scores_gemma":[0.9934824,0.003759927,0.0001577673,0.001078355,0.0001279369,0.00001762537,0.0003301897,0.00000415845,0.001041637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02121679,"threshold_uncertainty_score":0.04218656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952945750586188,"score_gpt":0.3822020674428172,"score_spread":0.3426726099369553,"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."}}