{"id":"W3021129457","doi":"10.1111/trf.15779","title":"Revisiting study design and methodology for pathogen reduced platelet transfusions: a round table discussion","year":2020,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Tufts University School of Medicine; Deutsches Rote Kreuz; University of Texas Medical School at Houston; Johns Hopkins University; University of Washington; Washington University in St. Louis; Beth Israel Deaconess Medical Center","keywords":"Clinical trial; Medicine; Platelet; Intensive care medicine; Clinical endpoint; Platelet transfusion; Surrogate endpoint; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2734498,0.002017781,0.006357838,0.003460796,0.0015314,0.006461732,0.006039121,0.01046029,0.0123398],"category_scores_gemma":[0.328696,0.001919516,0.006332731,0.003562274,0.003431445,0.008240376,0.003203796,0.01225458,0.003962995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007842773,"about_ca_system_score_gemma":0.02299594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227865,"about_ca_topic_score_gemma":0.00452897,"domain_scores_codex":[0.8309862,0.1060034,0.03638356,0.005164515,0.01996738,0.001494971],"domain_scores_gemma":[0.5609304,0.3574276,0.02209933,0.01139734,0.04589885,0.0022465],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001507662,0.0001148742,0.000908102,0.1695499,0.002041739,0.0006581303,0.00181306,0.0009575958,0.002361404,0.03993367,0.231261,0.5488928],"study_design_scores_gemma":[0.001121993,0.0004873772,0.001868596,0.1636579,0.002617225,0.0005311624,0.0006814745,0.0009910521,0.001439222,0.04022765,0.786196,0.0001804126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001457749,0.4855143,0.06208172,0.334922,0.08545876,0.02214086,0.00226895,0.000601013,0.005554726],"genre_scores_gemma":[0.01962096,0.3366409,0.2132434,0.3174578,0.03731496,0.06570568,0.001920543,0.0005841071,0.007511782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7265502,"threshold_uncertainty_score":0.8959657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137720721515409,"score_gpt":0.4013721884089702,"score_spread":0.1876001162574293,"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."}}