{"id":"W4323037970","doi":"10.1097/01.cot.0000922256.14338.f2","title":"Ultra-Processed Foods May Be Linked to Increased Risk of Cancer","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Food science; Business; Environmental health; Risk analysis (engineering); Environmental science; Medicine; Chemistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004551636,0.0002882836,0.0002453419,0.001352147,0.0004391906,0.001183368,0.0003441322,0.001085262,0.004465763],"category_scores_gemma":[0.002560111,0.0003214436,0.0006177236,0.00251733,0.0004056504,0.0005553277,0.0007694659,0.001297546,0.0005336834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763454,"about_ca_system_score_gemma":0.0002811417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006187909,"about_ca_topic_score_gemma":0.006550392,"domain_scores_codex":[0.9995578,0.0001441353,0.00004696552,0.0001131373,0.00007345394,0.00006452164],"domain_scores_gemma":[0.9981949,0.000309696,0.0009954155,0.0001159137,0.0002175647,0.0001666453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005417481,0.0001684142,0.9750562,0.0003641281,0.0005087492,0.000399959,0.000173124,0.0001564761,0.00045839,0.0004842307,0.002119556,0.01956909],"study_design_scores_gemma":[0.00001049215,0.00006774432,0.995631,0.00008706676,0.0001240423,0.0004894838,0.00009926566,0.0001396727,0.00009469548,0.0007367788,0.002508765,0.00001120896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039826,0.06024261,0.001268259,0.004441098,0.0004741076,0.0000977399,0.005511472,0.0001006125,0.02388149],"genre_scores_gemma":[0.9784064,0.01553229,0.001091436,0.0008065727,0.0003400417,0.00004426565,0.001353935,0.00001952164,0.002405573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006187909,"threshold_uncertainty_score":0.01493943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262284409126658,"score_gpt":0.3608603917174038,"score_spread":0.3282375476261372,"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."}}