{"id":"W3200769098","doi":"10.1136/tobaccocontrol-2021-056831","title":"Interplay of food and tobacco product descriptors and health claims","year":2021,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Advertising; Product (mathematics); Business; Consumption (sociology); Marketing; Health claims on food labels; Environmental health; Medicine; Food science; Mathematics; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002638939,0.0001349962,0.0004726871,0.00005864972,0.00005522179,0.00002463035,0.0000387207,0.00004184407,0.00006159335],"category_scores_gemma":[0.00008326482,0.0001172768,0.00005306454,0.0001114829,0.00006581065,0.00006223159,0.00005420965,0.0001494788,0.000002588059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003030408,"about_ca_system_score_gemma":0.0001825588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009235229,"about_ca_topic_score_gemma":0.000341527,"domain_scores_codex":[0.9989751,0.00003924845,0.0003193896,0.000302265,0.0001343608,0.0002296242],"domain_scores_gemma":[0.9993044,0.00004604874,0.00008993014,0.0002581842,0.0001315751,0.0001698822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002608665,0.000193536,0.7478488,0.0002995474,0.0007177099,0.00002405405,0.0006427955,9.336862e-7,0.0142933,0.001528955,0.0006661118,0.2335234],"study_design_scores_gemma":[0.02861485,0.004480114,0.916078,0.002063058,0.001901223,0.001218096,0.00171953,0.000326835,0.01884524,0.0006609524,0.023058,0.001034059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439051,0.04890767,0.0001623613,0.006078244,0.0001697569,0.0003936323,0.00001832091,0.00003344639,0.0003314547],"genre_scores_gemma":[0.9974409,0.0003765921,0.0006884933,0.001256977,0.00009244039,0.00001017483,0.000006702389,0.00001644776,0.0001112703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324893,"threshold_uncertainty_score":0.478241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270835158228941,"score_gpt":0.2926237652531811,"score_spread":0.2699154136708917,"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."}}