{"id":"W2929176204","doi":"10.1111/trf.15277","title":"The association between platelet transfusions and mortality in patients with critical illness","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Canadian Blood Services; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Hazard ratio; Intensive care unit; Confounding; Platelet transfusion; Confidence interval; Proportional hazards model; Internal medicine; Population; Subgroup analysis; Platelet","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":[],"consensus_categories":[],"category_scores_codex":[0.0009899645,0.0002610066,0.0002720477,0.0004441731,0.0002065067,0.0004822826,0.0003114375,0.0002757178,0.0008416288],"category_scores_gemma":[0.005089956,0.0001548968,0.0004372363,0.0007244601,0.0001954433,0.0003171978,0.0004179159,0.0009022373,0.00008210632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306142,"about_ca_system_score_gemma":0.0003721652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478304,"about_ca_topic_score_gemma":0.001407574,"domain_scores_codex":[0.9992974,0.000283903,0.00008788826,0.0001019133,0.0001387471,0.00009008074],"domain_scores_gemma":[0.9953106,0.001103107,0.002786697,0.0001723931,0.0002878538,0.0003392901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001342392,0.0000149627,0.9986531,0.00001471178,0.00007343989,0.00002537184,0.00001552912,0.00004672261,0.00004734866,0.00001125902,0.00008417058,0.0008792257],"study_design_scores_gemma":[0.00001073655,0.0001035723,0.9989676,0.00001323901,0.00006700574,0.0001906004,0.00005225255,0.0003871255,0.00005481815,0.00003465924,0.0001152729,0.000003023123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998239,0.001014656,0.0001163528,0.0001683543,0.00001235639,0.000005363172,0.0002263705,0.000003829754,0.0002135456],"genre_scores_gemma":[0.9993976,0.000245699,0.00007103312,0.00002802076,0.00002341191,0.000004268552,0.0001990817,8.708847e-7,0.00002984923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001478304,"threshold_uncertainty_score":0.005235493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857580927755755,"score_gpt":0.2521075467178484,"score_spread":0.2435317374402908,"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."}}