{"id":"W2586977270","doi":"10.1200/jco.2012.30.34_suppl.69","title":"Rates of diagnostic imaging in long-term survivors of young adult malignancies.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Confidence interval; Poisson regression; Cancer; Malignancy; Cancer registry; Population; Young adult; Retrospective cohort study; Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003214003,0.00008873057,0.00109913,0.0002069979,0.00001003121,0.000002700633,0.000117889,0.000120796,0.0001089268],"category_scores_gemma":[0.0176196,0.00006705641,0.0002737558,0.0001690482,0.0001883119,0.0002615369,0.00003049974,0.0004539203,0.000006064619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006358736,"about_ca_system_score_gemma":0.0005041284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009624785,"about_ca_topic_score_gemma":0.000067472,"domain_scores_codex":[0.9966534,0.0002967697,0.002485058,0.00008143403,0.0002591629,0.0002241579],"domain_scores_gemma":[0.9924892,0.00485887,0.00188892,0.0001297533,0.0004194748,0.0002137535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003082214,0.000903977,0.9506573,0.00005826309,0.00005973368,0.0001273106,0.0002527765,0.000006812489,0.0006824257,0.00006166403,0.000379562,0.04650194],"study_design_scores_gemma":[0.003320583,0.0008087272,0.9928139,0.0003589411,0.0001448626,0.0002373697,0.0001668815,0.0000645565,0.001721929,0.00004027311,0.0002673532,0.00005464297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929895,0.00212374,0.0001642211,0.001955959,0.001271735,0.0000982916,0.000001386758,0.000002514566,0.001392653],"genre_scores_gemma":[0.9965141,0.001560898,0.0005033868,0.0007099102,0.0006502995,0.000001142834,0.000001458271,0.00001067876,0.00004808722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0464473,"threshold_uncertainty_score":0.9906554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06688152567163082,"score_gpt":0.4492185414022851,"score_spread":0.3823370157306543,"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."}}