{"id":"W4410589675","doi":"10.7759/cureus.84610","title":"Obesity-Associated Cancers: A United States Cancer Statistics (USCS) Database Analysis","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Medicine; Obesity; Cancer; Internal medicine","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":[0.001701655,0.0003898197,0.0008585635,0.006040701,0.0005083508,0.0009935886,0.0006538517,0.000348326,0.003157828],"category_scores_gemma":[0.007283973,0.0003960548,0.001173505,0.01480136,0.0001750772,0.0005799806,0.0009310654,0.0008957056,0.0008146228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814115,"about_ca_system_score_gemma":0.003963187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07055442,"about_ca_topic_score_gemma":0.06032906,"domain_scores_codex":[0.9980634,0.0003525903,0.0005793651,0.0003475072,0.0004486552,0.0002085084],"domain_scores_gemma":[0.9959348,0.0007873279,0.001298699,0.0003363797,0.001409228,0.0002334487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005053217,0.0001812192,0.8981583,0.001285508,0.0009302251,0.000158864,0.0002017709,0.002199752,0.0001927751,0.0006724216,0.08268311,0.01283079],"study_design_scores_gemma":[0.0001739007,0.0001069168,0.9529319,0.0005993266,0.0006720911,0.000370135,0.0008723045,0.004239764,0.0003505006,0.0004199959,0.03921616,0.00004692599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1692946,0.001455469,0.001276034,0.0006005765,0.0000466059,0.0006795157,0.8217747,0.000168623,0.004703791],"genre_scores_gemma":[0.3087148,0.002191676,0.003229399,0.0003751027,0.00004275997,0.001936919,0.6825119,0.00008464319,0.0009128388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07055442,"threshold_uncertainty_score":0.1402875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041820401531035,"score_gpt":0.344003280736516,"score_spread":0.3235850767212057,"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."}}