{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008211355,0.00009376099,0.0002921243,0.00009099088,0.00002330284,0.00000763988,0.00007033969,0.0001574202,0.00007109631],"category_scores_gemma":[0.00005125175,0.00008503609,0.00007632974,0.00009526074,0.00004076427,0.0001236497,0.00001119002,0.0001740566,0.00001364679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006314163,"about_ca_system_score_gemma":0.0007773512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004917818,"about_ca_topic_score_gemma":0.004197566,"domain_scores_codex":[0.9990473,0.0001337923,0.000219523,0.0002755181,0.00014237,0.0001814625],"domain_scores_gemma":[0.9994656,0.0001095612,0.00007833495,0.0001604752,0.0001265674,0.00005947736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006598317,0.0002977864,0.419304,0.0003992508,0.0002938274,0.0002276583,0.007103154,0.001411588,0.04547672,0.002983272,0.009348951,0.5065554],"study_design_scores_gemma":[0.003015246,0.002943985,0.9699677,0.00007650709,0.0001923671,0.00007577586,0.001550748,0.009305114,0.004764649,0.0006370274,0.007317185,0.0001536558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921265,0.001406506,0.00004467195,0.0007431748,0.001089777,0.0005348423,0.00007954299,0.00002180553,0.003953184],"genre_scores_gemma":[0.9980913,0.00004407247,0.0003303226,0.0001157786,0.001254933,0.00006768908,0.00005740417,0.00001262825,0.00002585112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5506637,"threshold_uncertainty_score":0.3467671,"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."}}