{"id":"W4387034109","doi":"10.1111/vox.13529","title":"Nutrient supplementation of culture media improves the detection of <i>Cutibacterium acnes</i> in platelet components by an automated culture system","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Oleic acid; Microbiology; Bottle; Bacteria; Microbiological culture; Medicine; Food science; Biology; Biochemistry","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":[0.0003874222,0.0005566003,0.0004003547,0.0002682922,0.0001589783,0.0007359259,0.000464004,0.0004178677,0.0009009414],"category_scores_gemma":[0.0006971752,0.0002099547,0.0003061657,0.0002351304,0.0002037517,0.0003907204,0.0005141949,0.0003578766,0.0005705275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094754,"about_ca_system_score_gemma":0.000333321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811615,"about_ca_topic_score_gemma":0.002077356,"domain_scores_codex":[0.9990503,0.0001648063,0.0001110038,0.0002550239,0.0003572748,0.00006153607],"domain_scores_gemma":[0.9994148,0.0001470231,0.000200624,0.00005191218,0.0001378602,0.00004782237],"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":[0.00009180989,0.00003067153,0.0006356208,0.00002952661,0.000003590449,0.00001080179,0.00001682575,0.00003670797,0.9976456,0.00000551407,0.00002232357,0.00147104],"study_design_scores_gemma":[0.000004802318,0.0003416948,0.005524393,0.00001144166,0.00002095633,0.00009973889,0.00003321969,0.001074964,0.9923208,0.000005201352,0.0005561917,0.000006586044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9881437,0.0005206123,0.009440403,0.00009819547,0.00003258042,0.00007927851,0.0004158205,0.0002246951,0.001044591],"genre_scores_gemma":[0.9537092,0.0009470705,0.0405135,0.0001136042,0.00003455674,0.0001516954,0.001557826,0.0000849895,0.002887562],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001811615,"threshold_uncertainty_score":0.003602147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010849462743661,"score_gpt":0.2663893863898789,"score_spread":0.2555399236462179,"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."}}