{"id":"W4411457010","doi":"10.3390/curroncol32060362","title":"The Relationship Between Obesity and Cancer: Epidemiology, Pathophysiology, and the Effect of Obesity Treatment on Cancer","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Obesity; Cancer; Epidemiology; Pathophysiology; Bioinformatics; Internal medicine; Oncology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241372,0.0004267607,0.003471583,0.00009665045,0.0003087642,0.000004858075,0.0001476615,0.0004591161,0.000009297021],"category_scores_gemma":[0.001193812,0.000178229,0.000444892,0.0001610406,0.001176751,0.00001221446,0.0001334477,0.000802714,0.000002604876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007224602,"about_ca_system_score_gemma":0.0006742214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120031,"about_ca_topic_score_gemma":0.0003552307,"domain_scores_codex":[0.9959369,0.002478846,0.0006932381,0.0004955619,0.00008056815,0.0003149019],"domain_scores_gemma":[0.9683576,0.03042569,0.0006324322,0.0004327893,0.00004179262,0.0001097087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001966732,0.0000400132,0.2913434,0.005493485,0.000249746,9.088527e-7,0.00003882791,1.856795e-7,1.36117e-8,0.0003844895,0.0008099577,0.7014423],"study_design_scores_gemma":[0.002337782,0.001505785,0.1260078,0.006582038,0.005113136,0.000003601974,0.000006226162,0.000002554041,4.675797e-7,0.0004521545,0.8578561,0.0001323643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0152373,0.9793877,0.000002471882,0.001159714,0.00132681,0.002475334,0.0003359221,0.00001638609,0.00005834453],"genre_scores_gemma":[0.003350006,0.9947145,0.000002719998,0.00004297136,0.0005222113,0.001100449,0.00009221037,0.00001511179,0.0001598453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8570462,"threshold_uncertainty_score":0.7267966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2417630028865973,"score_gpt":0.5205003038958614,"score_spread":0.2787373010092641,"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."}}