{"id":"W4385697599","doi":"10.1097/01.hs9.0000977076.25234.7f","title":"PB2596: OPTIMIZING PLATELET TRANSFUSION FOR CLINICAL PRACTICE. DO PLATELETS AGE MATTER FOR THERAPEUTIC PLATELETS TRANSFUSION?","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platelet; Platelet transfusion; Epinephrine; Medicine; Transfusion medicine; Adenosine diphosphate; Blood transfusion; Platelet aggregation; Chemistry; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001324571,0.0005090355,0.0009612781,0.0001725063,0.0003711755,0.00009703871,0.0002391632,0.0004864162,0.001521483],"category_scores_gemma":[0.00009667187,0.0004213389,0.0007940303,0.0004775366,0.0001001643,0.0002444458,0.00004287736,0.0005055435,0.0004094538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004942032,"about_ca_system_score_gemma":0.0000983923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002414965,"about_ca_topic_score_gemma":0.00003773901,"domain_scores_codex":[0.9964145,0.0001070322,0.001111832,0.0009981549,0.0004803186,0.0008881713],"domain_scores_gemma":[0.9975305,0.00111026,0.0001637806,0.0006410501,0.0001962405,0.0003581914],"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":[0.02057691,0.004197987,0.001415652,0.005383692,0.002867657,0.003003781,0.006774665,0.0003316524,0.02578151,0.005396898,0.3207568,0.6035128],"study_design_scores_gemma":[0.02158495,0.001586215,0.001610645,0.0005104954,0.001145611,0.0002844273,0.002793491,0.001342623,0.004694528,0.0007812571,0.962905,0.0007606878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7334597,0.004328131,0.1235232,0.07116666,0.005147673,0.02736854,0.0002973256,0.002504123,0.03220468],"genre_scores_gemma":[0.7545948,0.0544973,0.117121,0.04209953,0.002885338,0.004777431,0.001555462,0.001142874,0.02132629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6421483,"threshold_uncertainty_score":0.9998239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662538977394633,"score_gpt":0.3786237786873743,"score_spread":0.3123698809479111,"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."}}