{"id":"W1693715016","doi":"10.3389/fped.2015.00072","title":"Investigation on the Factors Affecting Cronobacter sakazakii Contamination Levels in Reconstituted Powdered Infant Formula","year":2015,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Universidad del Bío-Bío","keywords":"Cronobacter sakazakii; Infant formula; Medicine; Contamination; Food science; Microbiology; Bacterial growth; Lag time; Inoculation; Biology; Pediatrics; Bacteria; Immunology","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":[0.0006234311,0.0001676125,0.0001609206,0.0002227103,0.00005548151,0.00006648046,0.0002184352,0.0001924938,0.000005783712],"category_scores_gemma":[0.0005945557,0.0001341088,0.00004897887,0.0002955193,0.00007006533,0.00002749208,0.00008697807,0.0002472836,0.000004912061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567358,"about_ca_system_score_gemma":0.0001734765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009408988,"about_ca_topic_score_gemma":0.0003340992,"domain_scores_codex":[0.9987076,0.0002014878,0.000283326,0.0003020653,0.000188873,0.0003166422],"domain_scores_gemma":[0.9994063,0.00004370147,0.0001098722,0.0002652143,0.00007891429,0.00009594013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007923126,0.00003133646,0.9905631,0.00001335285,0.00001047923,0.000003016733,0.0006249432,0.00003984434,0.004058141,0.00001905173,0.003876507,0.0006810226],"study_design_scores_gemma":[0.002421444,0.0004255146,0.9322343,0.00004792461,0.00001829866,0.000004172508,0.003555652,0.0002182333,0.05611109,0.0003759326,0.004134786,0.0004526931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970863,0.0001353265,0.001098054,0.0001691337,0.0006925891,0.0004020054,0.00002043684,0.00001046498,0.0003857281],"genre_scores_gemma":[0.9988899,0.00006208763,0.0004077713,0.0001328928,0.0001548381,0.00002327519,0.0001833267,0.00001783523,0.0001281364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05832881,"threshold_uncertainty_score":0.5468799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05489288567255775,"score_gpt":0.2693684133561371,"score_spread":0.2144755276835794,"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."}}