{"id":"W4387337765","doi":"10.1016/j.cjca.2023.06.211","title":"FOOD LABELS MATTER IN DIABETES: A NUTRITIONAL ANALYSIS OF PRODUCTS MARKETED AS PLANT-BASED ACROSS THE UNITED STATES, UNITED KINGDOM, AND CANADA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006783695,0.0002801827,0.0004527092,0.002812736,0.00197976,0.002634513,0.0006353859,0.0007021925,0.003638992],"category_scores_gemma":[0.002113528,0.0003042563,0.001160641,0.007608951,0.001032123,0.0005590485,0.0009085169,0.0009170482,0.0002277524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01489426,"about_ca_system_score_gemma":0.01703517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797484,"about_ca_topic_score_gemma":0.9907286,"domain_scores_codex":[0.9991605,0.00006583767,0.00005087473,0.0000943304,0.0003817104,0.0002467144],"domain_scores_gemma":[0.9970185,0.0002952003,0.0007083527,0.00005074034,0.001388017,0.0005392655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032602,0.0001039248,0.9755875,0.0002286049,0.0003731542,0.000177621,0.002333813,0.0001042932,0.0005816477,0.0005192579,0.002206953,0.01675052],"study_design_scores_gemma":[0.00001187672,0.00004163407,0.9947146,0.0001052449,0.0001651776,0.00003837538,0.002841294,0.00009428694,0.00006133297,0.00003704901,0.00187744,0.00001173489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769145,0.01014166,0.00009071414,0.001497531,0.00004143637,0.0000440336,0.004698511,0.000007336198,0.006564396],"genre_scores_gemma":[0.9920176,0.003919843,0.0001612585,0.0004877775,0.00001377276,0.000007347562,0.00129361,0.0000103967,0.002088478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02025157,"threshold_uncertainty_score":0.108066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027586141622789,"score_gpt":0.2095016184694869,"score_spread":0.199225757053259,"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."}}