{"id":"W1986895359","doi":"10.1182/blood-2003-03-0940","title":"Universal prestorage leukoreduction in Canada decreases platelet alloimmunization and refractoriness","year":2003,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency; Canadian Blood Services","keywords":"Leukoreduction; Medicine; Platelet; Platelet transfusion; Internal medicine; Surgery; Immunology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007155505,0.0003052491,0.0006576157,0.0002453564,0.0003432588,0.0004640142,0.0004996982,0.0003680117,0.001425195],"category_scores_gemma":[0.003227312,0.0001727398,0.0007301021,0.0007314717,0.0004448466,0.0001738234,0.0002427852,0.0007995756,0.00006395636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004573979,"about_ca_system_score_gemma":0.009129411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5852287,"about_ca_topic_score_gemma":0.7062286,"domain_scores_codex":[0.9994215,0.0001856062,0.00005458237,0.00007678856,0.000147768,0.0001138088],"domain_scores_gemma":[0.9987792,0.0002730996,0.0005583789,0.00004216845,0.0001502624,0.0001968815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.180944,0.003777228,0.2394171,0.004344371,0.004863853,0.0002673965,0.0002980455,0.003523177,0.005375798,0.0008500995,0.008105705,0.5482332],"study_design_scores_gemma":[0.0259833,0.02019675,0.9400895,0.0004865999,0.003230839,0.0002480077,0.0001431738,0.002593226,0.001532761,0.0002038865,0.005242339,0.00004970011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655618,0.03015634,0.0003356493,0.001524027,0.00008133977,0.0001355623,0.0006729007,0.000074859,0.001457484],"genre_scores_gemma":[0.9894092,0.00846615,0.0005854397,0.0005109356,0.00004551566,0.00003964971,0.0004557718,0.000005396298,0.0004819126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147713,"threshold_uncertainty_score":0.834428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007136779557662425,"score_gpt":0.1934517847907639,"score_spread":0.1863150052331015,"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."}}