{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001584756,0.00007446497,0.0002680224,0.0000303356,0.00007586717,0.00000254067,0.00003738621,0.00006769931,0.00008720533],"category_scores_gemma":[0.00001933872,0.00004507246,0.00008400776,0.00005516529,0.00007731761,0.00004534037,0.0000062757,0.00005196626,0.000007170668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003986955,"about_ca_system_score_gemma":0.0001464849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527918,"about_ca_topic_score_gemma":0.00004806696,"domain_scores_codex":[0.9995608,0.000007094282,0.0001379744,0.00009801008,0.00005411754,0.0001419451],"domain_scores_gemma":[0.9995391,0.0002184674,0.00003119033,0.0001415576,0.00002476411,0.00004495267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008706933,0.003908562,0.07526895,0.0008837911,0.005286521,0.009728489,0.01737802,0.001129459,0.009638383,0.4725716,0.3555344,0.03996487],"study_design_scores_gemma":[0.09072897,0.01098376,0.1341598,0.0005999304,0.003679777,0.1532636,0.01214783,0.01026916,0.123218,0.03062057,0.4283796,0.001949152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803815,0.0006877305,0.01658114,0.001378018,0.00006458851,0.0004026906,0.00001444931,0.0000231144,0.0004667164],"genre_scores_gemma":[0.9928263,0.0002835259,0.006163674,0.0001486131,0.00001358884,0.0000221954,0.00001271466,0.000009607901,0.0005197618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441951,"threshold_uncertainty_score":0.1838001,"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."}}