{"id":"W1940864944","doi":"10.1002/14651858.cd004172.pub2","title":"Platelet-rich-plasmapheresis for minimising peri-operative allogeneic blood transfusion","year":2011,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"","keywords":"Plasmapheresis; Platelet; Medicine; Blood transfusion; Peri; Perioperative; Platelet transfusion; Immunology; Surgery; Internal medicine; Antibody","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003170174,0.001167767,0.01203866,0.000469367,0.0001567459,0.00003902048,0.0006265476,0.0003972349,0.0009283272],"category_scores_gemma":[0.0009031363,0.0007318107,0.002338132,0.0005720393,0.000117346,0.0001383077,0.000100999,0.0003791452,0.0002210055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006381115,"about_ca_system_score_gemma":0.0002734778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002742583,"about_ca_topic_score_gemma":0.00002901936,"domain_scores_codex":[0.9919149,0.001054963,0.004857728,0.001070696,0.0005821491,0.0005195964],"domain_scores_gemma":[0.9944682,0.0007388574,0.001877235,0.002273855,0.0003207498,0.000321121],"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":[0.00003726671,0.0005379148,1.734958e-7,0.9284989,0.001415975,0.00004297843,0.0003315768,4.222182e-8,0.00007754158,0.000264684,0.001852961,0.06693999],"study_design_scores_gemma":[0.001359755,0.0002760971,1.918768e-7,0.6240268,0.02601984,0.000310005,0.0001043629,0.000001654326,0.000133625,0.000001196529,0.3473361,0.0004303331],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001731443,0.961353,0.001717782,0.00002256905,0.0003964067,0.03488296,0.0006855187,0.00005930196,0.00086517],"genre_scores_gemma":[0.000002919636,0.9837583,0.007863077,0.0001054137,0.0001471055,0.005134059,0.00174237,0.0001601778,0.00108659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3454832,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452746989141285,"score_gpt":0.38263515518382,"score_spread":0.2373604562696915,"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."}}