{"id":"W2902028818","doi":"10.1016/j.phoj.2018.11.039","title":"Paediatric Cancer Burden In London","year":2018,"lang":"en","type":"article","venue":"Pediatric Hematology Oncology Journal","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cancer; Intensive care medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001952026,0.0003203252,0.001206394,0.001055516,0.0002212991,0.0000207499,0.0003425572,0.0006465346,0.001826653],"category_scores_gemma":[0.0009428855,0.0002923983,0.0002259108,0.001081683,0.0003461248,0.0001590607,0.0001329661,0.001572148,0.0004476486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304183,"about_ca_system_score_gemma":0.002563133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003241281,"about_ca_topic_score_gemma":0.0007882423,"domain_scores_codex":[0.9961728,0.0005654843,0.001320708,0.0005031336,0.0004812338,0.0009566113],"domain_scores_gemma":[0.9974102,0.0006432225,0.0006427754,0.0003534274,0.0003937878,0.0005565297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000519625,0.0004153348,0.9337581,0.0001353431,0.0001097748,0.001510842,0.002507204,0.000005660685,0.00003589848,0.0002073296,0.05080973,0.009985122],"study_design_scores_gemma":[0.0310414,0.006883515,0.6619457,0.0002401635,0.001955604,0.06818824,0.002460933,0.0003274467,0.0004993998,0.005193098,0.2196694,0.001595084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414122,0.01746325,0.0002251585,0.03337082,0.003187449,0.0003782317,0.000006318107,0.00008800283,0.003868554],"genre_scores_gemma":[0.9670609,0.007626329,0.002139242,0.004830295,0.01783802,0.00005452165,0.000005325822,0.00005839203,0.0003869493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2718125,"threshold_uncertainty_score":0.9999528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282819248268436,"score_gpt":0.3642414576056069,"score_spread":0.3359595327787633,"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."}}