{"id":"W1971253813","doi":"10.1111/anae.13083","title":"The role of point‐of‐care platelet function testing in predicting postoperative bleeding following cardiac surgery: a systematic review and meta‐analysis","year":2015,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Meta-analysis; Platelet; Point-of-care testing; Blood transfusion; Fresh frozen plasma; Blood loss; Platelet transfusion; Anesthesia; Blood management; Observational study; Cardiac surgery; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.003047731,0.0003454576,0.007653277,0.0004329613,0.00008198144,0.00002135178,0.0001102203,0.0001254453,0.000003257726],"category_scores_gemma":[0.000422178,0.0001988795,0.001921637,0.001539569,0.00003389492,0.0000748788,0.00004838472,0.0002508482,0.00000127698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005874792,"about_ca_system_score_gemma":0.0001642185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903558,"about_ca_topic_score_gemma":0.0000337756,"domain_scores_codex":[0.9971093,0.0006082234,0.001335711,0.0003348992,0.000397706,0.0002141447],"domain_scores_gemma":[0.9979329,0.0006119971,0.0007234112,0.000428193,0.0002202149,0.00008335296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000813742,0.00002893737,0.0004594226,0.8133283,0.09956004,0.00002765324,0.0004239583,8.510783e-7,3.081128e-7,0.00009330962,0.00002350864,0.08604561],"study_design_scores_gemma":[0.00008352206,0.000135924,0.00001623281,0.1292219,0.8577528,0.00001188999,0.001546199,0.0000142253,0.000001045278,0.000005983381,0.01104354,0.0001667755],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007515465,0.9961795,0.000004661454,0.00008371862,0.00002973438,0.003198404,0.00001045367,0.00002446961,0.0003939257],"genre_scores_gemma":[0.003692781,0.9957065,0.0000852587,0.00007301295,0.00001122475,0.0003276518,0.00004344193,0.00003499739,0.00002513106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7581927,"threshold_uncertainty_score":0.811007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389405635064959,"score_gpt":0.2995475444301637,"score_spread":0.2556534880795141,"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."}}