{"id":"W4406301258","doi":"10.1002/cncr.35673","title":"Impact of obesity on outcome in children diagnosed with cancer in Canada: A report from Cancer in Young People in Canada","year":2025,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Kingston Health Sciences Centre; Alberta Children's Hospital; Stollery Children's Hospital; Izaak Walton Killam Health Centre; BC Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; Children's Hospital of Eastern Ontario; Saskatchewan Cancer Agency; CancerCare Manitoba; Janeway Children's Health and Rehabilitation Centre; Centre Hospitalier Universitaire de Sherbrooke; Montreal Children's Hospital; Université de Sherbrooke; London Health Sciences Centre; McMaster Children's Hospital","funders":"","keywords":"Medicine; Hazard ratio; Obesity; Cancer; Body mass index; Internal medicine; Proportional hazards model; Confidence interval; Cancer registry; Cohort; Retrospective cohort study; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000450324,0.0002591298,0.0003408423,0.00121362,0.0019367,0.001008743,0.0005800865,0.0003294374,0.0008446126],"category_scores_gemma":[0.001547567,0.0002118199,0.0005358814,0.004110702,0.0005612837,0.0002293919,0.0006556589,0.0006738832,0.0000833294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890526,"about_ca_system_score_gemma":0.02892781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895243,"about_ca_topic_score_gemma":0.9923393,"domain_scores_codex":[0.9993429,0.00002985636,0.00004654121,0.00007042743,0.0002778155,0.000232453],"domain_scores_gemma":[0.9979242,0.0001243783,0.000483897,0.00004336974,0.0009588607,0.0004652621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001539759,0.000007999971,0.9968112,0.00003295134,0.00002498791,0.00009323681,0.0002699209,0.00003154081,0.00003208961,0.00002988132,0.0007745129,0.001876228],"study_design_scores_gemma":[0.000003355022,0.00000744886,0.9984342,0.00004615094,0.00002594716,0.0001082209,0.0007108122,0.00006847944,0.00002053208,0.00000997381,0.0005597124,0.000005046788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862078,0.003184027,0.0001028091,0.0009237333,0.0000258111,0.00005851016,0.006936363,0.00001008769,0.002550707],"genre_scores_gemma":[0.9950418,0.002483464,0.0001139473,0.0002189658,0.00001343311,0.00001749218,0.001830441,0.000003876917,0.0002766468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890526,"threshold_uncertainty_score":0.1371679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261714304896618,"score_gpt":0.3103268024556463,"score_spread":0.2977096594066801,"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."}}