{"id":"W4382787333","doi":"10.31665/jfb.2023.18343","title":"Food Processing Can Save Lives: How Bioactive Compounds Defy Oversimplification","year":2023,"lang":"en","type":"article","venue":"Journal of Food Bioactives","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Food processing; Food science; Business; Bioavailability; Food industry; Health benefits; Biotechnology; Risk analysis (engineering); Chemistry; Medicine; Biology; Traditional 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":[0.02242306,0.001462253,0.001460253,0.002215065,0.00486131,0.0124096,0.002834429,0.009099975,0.007162605],"category_scores_gemma":[0.03058172,0.0004914967,0.0008990549,0.001274007,0.05113706,0.02627656,0.008072489,0.01778452,0.00311905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001487,"about_ca_system_score_gemma":0.006329977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005427741,"about_ca_topic_score_gemma":0.006919335,"domain_scores_codex":[0.9898934,0.004666509,0.0006092477,0.001193139,0.003119631,0.0005180023],"domain_scores_gemma":[0.9700595,0.01983229,0.001675298,0.002467455,0.004703017,0.001262539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002142684,0.000120039,0.001378221,0.002263548,0.00009548138,0.0005923627,0.01327616,0.0005538471,0.0009144237,0.6107384,0.1891609,0.1806924],"study_design_scores_gemma":[0.00001497982,0.00007358575,0.0005413672,0.00231373,0.00003084089,0.0004514505,0.005527249,0.0002353401,0.0003543652,0.4107893,0.5796174,0.00005034529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003524402,0.1606318,0.008944562,0.7776272,0.02146629,0.00003727784,0.00009078584,0.0001778099,0.02749999],"genre_scores_gemma":[0.1786738,0.2436005,0.01915371,0.4958704,0.03370637,0.0002539949,0.000124494,0.0006511949,0.02796559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02242306,"threshold_uncertainty_score":0.1185859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0475293453700377,"score_gpt":0.2966171427690094,"score_spread":0.2490877973989717,"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."}}