{"id":"W4394920458","doi":"10.1111/vox.13640","title":"Proliferation of psychrotrophic bacteria in cold‐stored platelet concentrates","year":2024,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services; University of Ottawa","funders":"","keywords":"Pseudomonas fluorescens; Listeria monocytogenes; Microbiology; Staphylococcus aureus; Colony-forming unit; Psychrotrophic bacteria; Bacteria; Cold storage; Bacterial growth; Klebsiella pneumoniae; Biology; Food science; Shelf life; Escherichia coli","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":[0.000801304,0.0004830806,0.0005015415,0.0006115888,0.0005077778,0.001367259,0.0004983387,0.0005934329,0.001100258],"category_scores_gemma":[0.001201834,0.0002936782,0.0003075334,0.0005747969,0.0004888987,0.0005087972,0.0005785989,0.0004227718,0.0003344463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004482709,"about_ca_system_score_gemma":0.0005395902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974809,"about_ca_topic_score_gemma":0.001655994,"domain_scores_codex":[0.9983038,0.0002927581,0.0001633913,0.0003727353,0.0007054505,0.0001618039],"domain_scores_gemma":[0.9984901,0.0002582686,0.0004591231,0.00008934543,0.0005860115,0.0001171553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007275578,0.00008304277,0.02282014,0.0001719805,0.00003332745,0.0001984398,0.0004256161,0.0001682909,0.9708825,0.00003352753,0.00009046822,0.004365258],"study_design_scores_gemma":[0.00002247893,0.002362351,0.1656383,0.00007485977,0.0001574635,0.0008751263,0.001298115,0.001238992,0.8269407,0.00005641639,0.001285125,0.00005014993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979468,0.0005764693,0.0007827891,0.00003700751,0.000008729229,0.00002698075,0.0002166037,0.00001559466,0.0003890641],"genre_scores_gemma":[0.9964957,0.0003339543,0.001792075,0.00008021901,0.00001777848,0.00005303645,0.000472619,0.00001475271,0.0007400105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001974809,"threshold_uncertainty_score":0.004237771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299726518792908,"score_gpt":0.2765617907664685,"score_spread":0.2635645255785394,"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."}}