{"id":"W4400040402","doi":"10.3389/fnut.2024.1409381","title":"New alternatives to holder pasteurization in processing donor milk in human milk banks","year":2024,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Pasteurization; Food science; Sterilization (economics); Hop (telecommunications); Pascalization; Chemistry; Business; Environmental science; High pressure; Computer science; Engineering; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0003018304,0.0001778473,0.0002683929,0.001576974,0.00007593374,0.00014157,0.0001270028,0.00016954,0.0000325862],"category_scores_gemma":[0.00002862873,0.000209583,0.0000451119,0.001153781,0.00002494248,0.0005394343,0.00001876738,0.0003905671,0.00001201353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003574,"about_ca_system_score_gemma":0.00004851272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000337263,"about_ca_topic_score_gemma":0.0005849627,"domain_scores_codex":[0.9982824,0.0001364858,0.0005121899,0.0004465364,0.0002265713,0.0003958242],"domain_scores_gemma":[0.9996593,0.00002194428,0.00005362813,0.0001227076,0.0000373207,0.0001050894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002126346,0.002351118,0.2001468,0.01450059,0.00002575254,0.0003530491,0.04077695,0.0007235628,0.02684082,0.002749068,0.3287856,0.3806203],"study_design_scores_gemma":[0.03666713,0.002130072,0.2616474,0.0868087,0.00009034889,0.00007494696,0.01276615,0.07703374,0.0659259,0.1195533,0.3332649,0.00403748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163873,0.01607957,0.04280969,0.01428901,0.004997068,0.002780269,0.00004650043,0.0003376518,0.002272905],"genre_scores_gemma":[0.9749898,0.0005607713,0.02204704,0.001071566,0.0006541229,0.0001597289,0.0001720042,0.0000561187,0.0002888303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765829,"threshold_uncertainty_score":0.8546547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556066219664692,"score_gpt":0.305552963870745,"score_spread":0.2899923016740981,"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."}}