{"id":"W3159779329","doi":"10.1111/trf.16418","title":"<i>Staphylococcus epidermidis</i>undergoes global changes in gene expression during biofilm maturation in platelet concentrates","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services; Genome Canada","keywords":"Staphylococcus epidermidis; Gene; Biofilm; Biology; Microbiology; Gene expression; Transcriptome; Virulence; KEGG; Gene expression profiling; Tryptic soy broth; Bacteria; Staphylococcus aureus; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001474323,0.0002998281,0.0003498099,0.0002707348,0.0002292583,0.0006688381,0.0001211277,0.0003689283,0.0007393799],"category_scores_gemma":[0.0002285139,0.0001313068,0.0003250114,0.0005215582,0.0001710718,0.0002881701,0.0002805946,0.0003624807,0.0002943899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424658,"about_ca_system_score_gemma":0.0002313873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144512,"about_ca_topic_score_gemma":0.0009770241,"domain_scores_codex":[0.9997934,0.00002031327,0.00001330729,0.00005400654,0.00007602587,0.00004296122],"domain_scores_gemma":[0.9998747,0.00001444801,0.00004653353,0.000006258949,0.00003616318,0.00002200849],"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":[0.0002636519,0.00001884585,0.003698376,0.00005979028,0.0000135712,0.00007466441,0.00005444549,0.00006209646,0.9944624,0.00001868019,0.0001173554,0.001156191],"study_design_scores_gemma":[0.00002252718,0.0006989258,0.4634094,0.00004525902,0.0001095915,0.0009772622,0.0008108648,0.001987279,0.5291055,0.0001142242,0.002694619,0.0000245812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974342,0.0006671089,0.000410015,0.00007400045,0.00000938569,0.00001444315,0.0008740194,0.00001802581,0.0004987532],"genre_scores_gemma":[0.9950707,0.0006684854,0.0009222415,0.0001187331,0.00001620821,0.00004614912,0.002442757,0.000009927695,0.0007048721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00144512,"threshold_uncertainty_score":0.002873421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321261826254512,"score_gpt":0.2520034708349503,"score_spread":0.2387908525724051,"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."}}