{"id":"W2131838911","doi":"10.1200/jco.2008.18.0950","title":"Prevention, Screening, and Surveillance Care for Breast Cancer Survivors Compared With Controls: Changes from 1998 to 2002","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"National Cancer Institute; American Cancer Society","keywords":"Medicine; Comorbidity; Survivorship curve; Breast cancer; Cohort; Epidemiology; Internal medicine; Cancer; Mammography; Breast cancer screening","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":[0.0009778418,0.0001518418,0.001454567,0.0000785559,0.00005163273,0.00001506722,0.0001156944,0.0002068354,0.00009889362],"category_scores_gemma":[0.0002928088,0.0001051035,0.0002151557,0.0001176748,0.0000860709,0.00005646237,0.00001679667,0.0003587606,0.000001581743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008347373,"about_ca_system_score_gemma":0.0005088501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066258,"about_ca_topic_score_gemma":0.1046253,"domain_scores_codex":[0.9981269,0.000217351,0.000912584,0.0002359525,0.0002744493,0.0002328271],"domain_scores_gemma":[0.996865,0.0009957043,0.0007920282,0.0001522509,0.0007504814,0.000444532],"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":[0.0239053,0.000381699,0.358849,0.00005108425,0.0004705662,0.00007897465,0.0009404734,0.00003834155,0.00007344363,0.00001355345,0.005698814,0.6094988],"study_design_scores_gemma":[0.009618188,0.01088851,0.7959042,0.0002773713,0.0002498101,0.00009119081,0.001062369,0.00004599197,0.00001241904,0.00004670165,0.1816739,0.0001293613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558785,0.006264904,0.002604688,0.03275381,0.001121806,0.0006321618,0.0002956019,0.00001778718,0.0004307731],"genre_scores_gemma":[0.989597,0.0007000173,0.002111007,0.00514244,0.002143803,0.00001554097,0.00001151192,0.00001566377,0.0002630546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093695,"threshold_uncertainty_score":0.9117129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07542361519554991,"score_gpt":0.4297634887299893,"score_spread":0.3543398735344394,"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."}}