{"id":"W3121671974","doi":"10.1111/trf.16257","title":"Quality of evidence‐based guidelines for platelet transfusion and use: A systematic review","year":2021,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta; Mount Sinai Hospital; Canadian Blood Services; University of Toronto","funders":"","keywords":"Medicine; Guideline; Interquartile range; Checklist; Stakeholder; Protocol (science); MEDLINE; Family medicine; Platelet transfusion; CLARITY; Alternative medicine; Surgery; Psychology; Internal medicine; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.002831814,0.0006985009,0.00724757,0.0003004659,0.0001151364,0.00003185728,0.0002042984,0.0004371045,0.0001714568],"category_scores_gemma":[0.001515329,0.0004337467,0.001875624,0.0006241723,0.00007882688,0.0001460885,0.0000294141,0.0003470664,0.000004118552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006166535,"about_ca_system_score_gemma":0.0004114262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619121,"about_ca_topic_score_gemma":0.0000667066,"domain_scores_codex":[0.9940021,0.0006866679,0.003288635,0.0008728362,0.0008218405,0.0003279144],"domain_scores_gemma":[0.9959415,0.001366169,0.0005737132,0.0009941487,0.0008999369,0.0002245891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000649901,0.0001625129,7.537307e-7,0.7715904,0.0002937045,0.0000141042,0.00003116817,1.306064e-7,0.00003858151,0.0001115223,0.0005486119,0.2271436],"study_design_scores_gemma":[0.00121544,0.0002370328,0.000002104379,0.713423,0.01167579,0.00005196039,0.00002153856,0.00001308109,0.00002432387,0.000002409734,0.2730204,0.000312886],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001457588,0.9742458,0.006383471,0.00173769,0.0001910803,0.01717949,0.000132645,0.00008669592,0.00002853799],"genre_scores_gemma":[0.000002798076,0.9933844,0.003119354,0.001563546,0.00006323965,0.001113058,0.0003185516,0.00009433755,0.0003407399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2724718,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4926910734704191,"score_gpt":0.4886830004830264,"score_spread":0.004008072987392752,"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."}}