{"id":"W4316039477","doi":"10.3390/cancers15020485","title":"Obesity and Cancer: A Current Overview of Epidemiology, Pathogenesis, Outcomes, and Management","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":614,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Epidemiology; Obesity; Medicine; Pathogenesis; Cancer; Bioinformatics; Data science; Intensive care medicine; Pathology; Computer science; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00313862,0.001051303,0.002070161,0.004769619,0.0004941464,0.002378582,0.0009699317,0.001594897,0.003174807],"category_scores_gemma":[0.005383656,0.000406092,0.001433624,0.006274631,0.0008066319,0.002345156,0.001093879,0.002049444,0.0005844346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728707,"about_ca_system_score_gemma":0.004497562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004395371,"about_ca_topic_score_gemma":0.004631538,"domain_scores_codex":[0.9985272,0.0004754275,0.0003798881,0.0001657761,0.0003522422,0.00009956438],"domain_scores_gemma":[0.9947845,0.003650457,0.0006671164,0.0000690914,0.0006702003,0.0001584444],"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":[0.0001950719,0.00008701847,0.004642412,0.0720555,0.0005273306,0.0002689545,0.0003608532,0.0004090434,0.0003237006,0.004105218,0.05335176,0.8636732],"study_design_scores_gemma":[0.00006374052,0.0004045557,0.02244492,0.1536081,0.001735237,0.003537692,0.001087019,0.0004416263,0.0002164196,0.00912892,0.8072156,0.0001162565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001886502,0.9968044,0.0001360024,0.002089872,0.000253625,0.0000116974,0.00005635941,0.00001056759,0.0004490166],"genre_scores_gemma":[0.0009487463,0.9978885,0.0002632646,0.000368143,0.0003757322,0.00001593184,0.00006014677,0.000001743458,0.00007780839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004769619,"threshold_uncertainty_score":0.01659876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2559012896841186,"score_gpt":0.4703773653542769,"score_spread":0.2144760756701583,"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."}}