{"id":"W3092622352","doi":"10.1016/j.tmrv.2020.09.009","title":"New Emerging Developments of Platelets in Transfusion Medicine","year":2020,"lang":"en","type":"editorial","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Vetenskapsrådet; Crafoordska Stiftelsen","keywords":"Transfusion medicine; Platelet; Platelet transfusion; Medicine; Intensive care medicine; Blood transfusion; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002498178,0.001304345,0.005754467,0.001313802,0.0001050573,0.00000736553,0.0006802095,0.001134492,0.005704792],"category_scores_gemma":[0.001162036,0.000922605,0.0005633946,0.002167371,0.0002564257,0.0001225245,0.0000790525,0.002508964,0.0001184299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071854,"about_ca_system_score_gemma":0.0008131022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988351,"about_ca_topic_score_gemma":0.002144297,"domain_scores_codex":[0.9898969,0.0004050611,0.004348983,0.001549904,0.003000628,0.0007985348],"domain_scores_gemma":[0.9965369,0.0004600527,0.0007319331,0.0009941662,0.0002935809,0.0009834296],"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":[0.0007306912,0.0001806803,0.0001979598,0.007966015,0.0001554765,0.0002433794,0.003534219,6.547023e-7,0.004451242,0.0000408771,0.7841585,0.1983403],"study_design_scores_gemma":[0.01592073,0.001595806,0.0004318262,0.03282497,0.001684649,0.00002240521,0.0002906232,0.00001007916,0.0003190642,0.00004668913,0.946225,0.0006281433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.001336325,0.1377053,0.009930909,0.03895278,0.7642703,0.01529059,0.0000545015,0.0004245333,0.03203484],"genre_scores_gemma":[0.00005878909,0.7937426,0.001940613,0.001187835,0.1990459,0.0001186285,0.000830149,0.0001774071,0.002898079],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6560373,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370909791324312,"score_gpt":0.3347555577359079,"score_spread":0.2976645786034767,"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."}}