{"id":"W2320623757","doi":"10.1097/moh.0000000000000087","title":"Prophylactic platelet transfusions","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Hematology","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Canada; Canadian Blood Services; McMaster University","keywords":"Medicine; Hemostasis; Platelet transfusion; Intensive care medicine; Platelet; Randomized controlled trial; Population; Hematology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009750039,0.00125305,0.002658341,0.002402228,0.0003035247,0.001327925,0.001478412,0.001295026,0.005953874],"category_scores_gemma":[0.004800447,0.0003371356,0.001243765,0.002222857,0.0005060519,0.001010343,0.0006344416,0.001493537,0.001603939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006868607,"about_ca_system_score_gemma":0.001892497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153515,"about_ca_topic_score_gemma":0.001194138,"domain_scores_codex":[0.9991494,0.0001824765,0.000232005,0.0001373076,0.0002537162,0.00004509011],"domain_scores_gemma":[0.9985437,0.0008213599,0.0003713926,0.00002993372,0.0001835256,0.00005001007],"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":[0.0001698816,0.00004241583,0.0002875252,0.1044942,0.0004851215,0.0002280613,0.00004680654,0.0002383163,0.0003175962,0.001179743,0.03916474,0.8533456],"study_design_scores_gemma":[0.0002637798,0.000214739,0.003508883,0.1353895,0.002262336,0.006113607,0.0001250874,0.0001971533,0.0008477669,0.002168183,0.848862,0.00004707519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005324729,0.99925,0.00003839152,0.0001513138,0.0001455795,0.000007647945,0.00001665949,0.0000034843,0.000333653],"genre_scores_gemma":[0.0007584349,0.9985569,0.00007962509,0.0002295926,0.0002000128,0.00001488517,0.00003329911,0.000001421484,0.0001258114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005953874,"threshold_uncertainty_score":0.01991773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226209747355007,"score_gpt":0.4242382188375587,"score_spread":0.301617244102058,"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."}}