{"id":"W2029080157","doi":"10.7326/0003-4819-153-7-201010050-00007","title":"Screening and Surveillance for Second Malignant Neoplasms in Adult Survivors of Childhood Cancer: A Report From the Childhood Cancer Survivor Study","year":2010,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; American Lebanese Syrian Associated Charities","keywords":"Medicine; Cancer; Cancer screening; Breast cancer; Mammography; Colonoscopy; Colorectal cancer; Population; Cancer registry; Pediatrics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003130539,0.0004743131,0.00171804,0.0002471228,0.00008234485,0.00001590163,0.0005116676,0.00017412,0.0003893616],"category_scores_gemma":[0.002768887,0.0003241107,0.0002270729,0.0004299657,0.0004712458,0.0001349777,0.0001689001,0.0007897787,6.424545e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002109398,"about_ca_system_score_gemma":0.0003050265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2043282,"about_ca_topic_score_gemma":0.3849678,"domain_scores_codex":[0.9954097,0.0002405544,0.002018041,0.0008029722,0.0009849904,0.0005437345],"domain_scores_gemma":[0.9948193,0.001819521,0.001280823,0.0009281504,0.0008554374,0.0002967098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141785,0.0008073912,0.9677737,0.0002322012,0.000905078,0.00007122319,0.01501034,0.000006054651,0.002664182,0.00003618708,0.002431474,0.00892042],"study_design_scores_gemma":[0.006831182,0.001492728,0.9750325,0.002835051,0.0001421361,0.000112167,0.005296423,0.00006864111,0.006348351,0.0001600491,0.001372006,0.0003087579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756578,0.00349477,0.00009427586,0.0167169,0.001350751,0.001838949,0.0005839451,0.00003444031,0.0002281931],"genre_scores_gemma":[0.9938274,0.0006891147,0.0002277275,0.003510747,0.001269166,0.0001960665,0.00004936812,0.00007196752,0.0001584536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1806396,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420336131634379,"score_gpt":0.3515565353259367,"score_spread":0.3173531740095929,"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."}}