{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005598889,0.0005840177,0.001057955,0.00189727,0.0002146911,0.0008958328,0.0005109695,0.0007901946,0.003298413],"category_scores_gemma":[0.001369931,0.000207137,0.000798316,0.002239423,0.0003916038,0.0007691042,0.0005657085,0.001242143,0.000765977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005312225,"about_ca_system_score_gemma":0.001281744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752747,"about_ca_topic_score_gemma":0.002591677,"domain_scores_codex":[0.9997249,0.00007001148,0.00004704286,0.00004368398,0.00009327848,0.00002093663],"domain_scores_gemma":[0.9994349,0.0003599952,0.00009303574,0.00001051056,0.00007673719,0.00002482708],"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":[0.0001052039,0.00006843478,0.0008901773,0.05815386,0.0004347288,0.0001758698,0.00009907275,0.0003229236,0.0006045466,0.003415431,0.01720529,0.9185245],"study_design_scores_gemma":[0.00002881171,0.0002148266,0.007799285,0.03891403,0.0009544035,0.002653389,0.0001884615,0.0001366602,0.0004129849,0.003925944,0.9447294,0.00004181709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008811092,0.9992869,0.00003486505,0.0001774304,0.0000831666,0.000002195618,0.00001235522,0.000001786634,0.0003132383],"genre_scores_gemma":[0.0004369417,0.9992878,0.00003964964,0.00006684886,0.00006852335,0.0000021105,0.00001226961,4.400764e-7,0.00008546904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003298413,"threshold_uncertainty_score":0.01103425,"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."}}