{"id":"W4410011040","doi":"10.1097/01.cot.0000000000000050","title":"Obesity Affects Survival After Cancer Diagnosis in Children","year":2025,"lang":"en","type":"article","venue":"Oncology Times","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Cancer; Medicine; Cancer survival; Environmental health; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005163196,0.0001995423,0.000667376,0.000218838,0.0000490416,0.00001046776,0.0001428252,0.0002636424,0.002120111],"category_scores_gemma":[0.0002105273,0.0001918847,0.0001217607,0.0003886766,0.0001472224,0.00006546062,0.0001279408,0.0003716303,0.00009236336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470329,"about_ca_system_score_gemma":0.0006299654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893915,"about_ca_topic_score_gemma":0.007006687,"domain_scores_codex":[0.9984208,0.000291747,0.0002903608,0.0004255968,0.0002014772,0.0003699681],"domain_scores_gemma":[0.998972,0.0004410122,0.00007611087,0.0003503168,0.00004687694,0.000113688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002452008,0.0005827298,0.9474075,0.0000702713,0.0001916829,0.00004189674,0.0003689842,0.00000268448,0.00001210911,0.0001929925,0.04402611,0.006857839],"study_design_scores_gemma":[0.002427792,0.0002041815,0.9644932,0.0002752039,0.0001490118,0.000008097796,0.00006591453,0.000005980077,0.0005917844,0.0002380333,0.03138394,0.0001568633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500093,0.00373854,0.00001052816,0.01948497,0.0006890722,0.0006012013,0.00003239643,0.00009109299,0.02534294],"genre_scores_gemma":[0.9846734,0.0006026729,0.0002392085,0.006872176,0.0003138869,0.001179126,0.00001960272,0.0000201033,0.006079861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0346641,"threshold_uncertainty_score":0.9987921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327799915153536,"score_gpt":0.3378424591402103,"score_spread":0.3245644599886749,"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."}}