{"id":"W2157003733","doi":"10.1111/vox.12148","title":"Evaluation of a universal point‐of‐issue assay for bacterial detection in buffy coat platelet components","year":2014,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Buffy coat; Platelet; Coat; Blood Platelet Disorders; Medicine; Virology; Immunology; Biology; Platelet aggregation","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":[0.003807711,0.0008684972,0.000716764,0.0008097722,0.0002326993,0.0009504646,0.0009473654,0.001517117,0.0008780085],"category_scores_gemma":[0.00574742,0.0003223265,0.000388954,0.000499913,0.0006539511,0.0006069546,0.000966816,0.0006317021,0.0005164212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428878,"about_ca_system_score_gemma":0.0005706444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007660132,"about_ca_topic_score_gemma":0.0007293376,"domain_scores_codex":[0.9911417,0.004337813,0.0005444607,0.0008234094,0.00285372,0.0002989305],"domain_scores_gemma":[0.9956869,0.00191111,0.0007150359,0.0003123147,0.001173003,0.0002016886],"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":[0.0003156306,0.0002545342,0.006549243,0.0002611265,0.00002645905,0.00005171777,0.0001307507,0.0001804864,0.9801916,0.00009413364,0.0001142841,0.01183011],"study_design_scores_gemma":[0.00003451245,0.005731307,0.01375553,0.0000596943,0.0001383536,0.0007977536,0.0001501929,0.0028694,0.9749966,0.00004742363,0.001394253,0.00002503625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178113,0.004601513,0.07352323,0.0002962482,0.0001582587,0.0008182511,0.0005053513,0.0003346352,0.00195123],"genre_scores_gemma":[0.893132,0.001997951,0.1011003,0.0001925516,0.00008764069,0.0004418354,0.001177538,0.00003905713,0.001831019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003807711,"threshold_uncertainty_score":0.02013731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836294891922181,"score_gpt":0.2852057620624187,"score_spread":0.2568428131431969,"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."}}