{"id":"W4405453061","doi":"10.1080/14796694.2024.2421152","title":"An early economic evaluation of active surveillance for low-risk ductal carcinoma <i>in situ</i>","year":2024,"lang":"en","type":"article","venue":"Future Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Psychosocial Oncology","funders":"KWF Kankerbestrijding; Cancer Research UK","keywords":"Medicine; Ductal carcinoma; In situ; Carcinoma in situ; Breast cancer; Carcinoma; Oncology; Cancer; Internal medicine","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":[0.01188326,0.001110562,0.001341014,0.0006526284,0.0003262818,0.001702707,0.001027792,0.001367401,0.005060246],"category_scores_gemma":[0.02591175,0.0004232202,0.002599166,0.0004754295,0.0004594916,0.001100443,0.000880652,0.001111389,0.0001778182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003698132,"about_ca_system_score_gemma":0.003853776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005674227,"about_ca_topic_score_gemma":0.003446814,"domain_scores_codex":[0.9952939,0.003905317,0.00007791748,0.0001434481,0.0002849918,0.0002943602],"domain_scores_gemma":[0.9814351,0.01563811,0.0009014535,0.0003284178,0.0009420458,0.0007549552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.07104965,0.00380173,0.03001197,0.00231479,0.002533694,0.0005434509,0.0001875684,0.7990937,0.002283022,0.01243276,0.003781529,0.07196616],"study_design_scores_gemma":[0.01123169,0.0420471,0.02932267,0.001050738,0.003603269,0.0004491645,0.00050533,0.8902627,0.003627729,0.01193046,0.005827165,0.0001419805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646449,0.002805033,0.01740476,0.002793407,0.0001668831,0.002143041,0.00215957,0.00006297965,0.007819355],"genre_scores_gemma":[0.9942768,0.0004226028,0.003566317,0.0002173977,0.00001812509,0.0004102841,0.0004658688,0.000006760216,0.0006158518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188326,"threshold_uncertainty_score":0.06284541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332710442107975,"score_gpt":0.3852509350985081,"score_spread":0.3419238306774283,"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."}}