{"id":"W2101480907","doi":"10.1182/asheducation-2008.1.198","title":"New Strategies for the Optimal Use of Platelet Transfusions","year":2008,"lang":"en","type":"article","venue":"Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services","funders":"","keywords":"Medicine; Platelet transfusion; Randomized controlled trial; Platelet; Intensive care medicine; Clinical trial; Major bleeding; Surgery; 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":[0.01460229,0.001061612,0.00123808,0.001808385,0.0006905464,0.004293246,0.002703163,0.004594018,0.0135006],"category_scores_gemma":[0.02830851,0.000395469,0.001506378,0.0008779462,0.003799746,0.006446966,0.00301348,0.0125896,0.004536997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002691729,"about_ca_system_score_gemma":0.007277869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529817,"about_ca_topic_score_gemma":0.003097218,"domain_scores_codex":[0.9942163,0.002862448,0.0006656001,0.0006447438,0.0012475,0.0003632768],"domain_scores_gemma":[0.9820941,0.01019206,0.00147091,0.001270502,0.003336682,0.001635789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008164616,0.000849304,0.001420634,0.002644853,0.0002504128,0.0004544412,0.0005803151,0.001582232,0.001334974,0.09849093,0.1014221,0.7901534],"study_design_scores_gemma":[0.0008554537,0.0008772249,0.002008842,0.006999955,0.0002920385,0.0007247594,0.0007328817,0.001903433,0.001049593,0.1201928,0.8642638,0.00009930552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003846206,0.3656809,0.04725176,0.5435625,0.01220494,0.0004083835,0.000226682,0.000556629,0.02626208],"genre_scores_gemma":[0.08399959,0.3838751,0.1887602,0.2775527,0.04093755,0.002121259,0.0007686263,0.0004930639,0.02149193],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01460229,"threshold_uncertainty_score":0.07722521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05694890857688984,"score_gpt":0.2962301542893016,"score_spread":0.2392812457124117,"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."}}