{"id":"W3163826074","doi":"10.1182/blood.2021011269","title":"Rethinking platelet transfusion practices","year":2021,"lang":"en","type":"letter","venue":"Blood","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Platelet transfusion; Medicine; Platelet; Blood transfusion; Intensive care medicine; Internal medicine","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":[0.01273211,0.000526795,0.0009023598,0.001490501,0.01027055,0.009041736,0.003064431,0.07778324,0.008220299],"category_scores_gemma":[0.08280638,0.000965681,0.001055037,0.001175157,0.008079073,0.007007611,0.003831883,0.06405614,0.004237642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009033887,"about_ca_system_score_gemma":0.01553213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015699,"about_ca_topic_score_gemma":0.03737341,"domain_scores_codex":[0.9873783,0.004693438,0.002049101,0.001145357,0.002896979,0.001836859],"domain_scores_gemma":[0.9497657,0.03067562,0.003213335,0.001903105,0.006093741,0.008348536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000086769,0.00009066452,0.003639418,0.000123944,0.00004290292,0.004565238,0.002926547,0.0002002087,0.0005079749,0.01138357,0.9348993,0.04153352],"study_design_scores_gemma":[0.0001899365,0.0001205385,0.006287419,0.001777674,0.00009659298,0.00455652,0.005588025,0.0006859983,0.0005682702,0.05596446,0.9239851,0.0001795409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007486569,0.0006323726,0.00009230177,0.9908242,0.004302045,0.000006528247,0.000007217206,0.00001384208,0.003372884],"genre_scores_gemma":[0.008282456,0.0007628234,0.0003663616,0.9738795,0.01465684,0.00002509123,0.000008417359,0.00002493424,0.00199358],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07778324,"threshold_uncertainty_score":0.06733459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446276849065698,"score_gpt":0.2729941747764033,"score_spread":0.2385314062857463,"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."}}