{"id":"W4409300379","doi":"10.53738/revmed.2025.21.913.772","title":"Nutri-Score : David contre Goliath","year":2025,"lang":"fr","type":"letter","venue":"Revue Médicale Suisse","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"History; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004086923,0.0009894244,0.002137551,0.000598665,0.0002857414,0.0001477747,0.0006787236,0.002276607,0.007072592],"category_scores_gemma":[0.001213207,0.001017769,0.0009795614,0.0008465999,0.0005890795,0.0001059544,0.0002555882,0.00406895,0.002165464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079527,"about_ca_system_score_gemma":0.0004373498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001479985,"about_ca_topic_score_gemma":0.00001912328,"domain_scores_codex":[0.9949713,0.00025739,0.001266971,0.001359218,0.000710707,0.001434394],"domain_scores_gemma":[0.9964342,0.0007551884,0.0003669357,0.001339263,0.0003709959,0.0007334155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000236067,0.0008021707,0.006310728,0.009072249,0.000387602,0.004344129,0.0004022222,5.063984e-7,0.0001969828,0.001965801,0.9603422,0.01593938],"study_design_scores_gemma":[0.004579808,0.0003187243,0.002940221,0.02253748,0.001223381,0.0004174196,0.000188101,0.00008887333,0.0002722093,0.000594102,0.9659975,0.0008421778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007497617,0.1017732,0.0001264822,0.817713,0.006789667,0.001619666,0.0006285968,0.0003781787,0.07022145],"genre_scores_gemma":[0.0014197,0.009956559,0.0003963714,0.231306,0.03641365,0.000103962,0.001813687,0.0001434582,0.7184466],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6482251,"threshold_uncertainty_score":0.9992273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629580911367636,"score_gpt":0.2808356600264663,"score_spread":0.25453985091279,"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."}}