{"id":"W1936462000","doi":"10.1002/14651858.cd003602","title":"Pre-operative autologous donation for minimising perioperative allogeneic blood transfusion","year":2001,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Autologous blood; Perioperative; Donation; Blood transfusion; Jadad scale; Blood management; Randomized controlled trial; Red Blood Cell Transfusion; Relative risk; Surgery; Blood product; Blood donor; Clinical trial; Intensive care medicine; Internal medicine; Confidence interval; Immunology; Cochrane Library","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":[0.003101667,0.0009971134,0.009986101,0.0004704516,0.0001823656,0.00005167729,0.0004371569,0.000357797,0.0003160474],"category_scores_gemma":[0.001149593,0.0006253367,0.001812939,0.0006747572,0.0001149871,0.000168644,0.00007390853,0.0003599745,0.00006605656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120307,"about_ca_system_score_gemma":0.0003368985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576305,"about_ca_topic_score_gemma":0.00002929095,"domain_scores_codex":[0.992246,0.001317342,0.004337143,0.0009990253,0.0006783262,0.000422128],"domain_scores_gemma":[0.995341,0.0007174361,0.001653132,0.001616407,0.0004488232,0.0002231754],"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":[0.00003854607,0.0004617645,3.202413e-7,0.9002138,0.0008837388,0.00004593881,0.0005022462,3.216385e-7,0.00009949365,0.0003967423,0.0004240766,0.09693297],"study_design_scores_gemma":[0.001566847,0.0003904899,4.791455e-7,0.6858161,0.02300301,0.0005364087,0.0001221576,0.00003276147,0.0000396805,0.000001468194,0.2880795,0.0004111019],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008474381,0.9460247,0.008434236,0.00006271406,0.0003321083,0.04378808,0.0005234391,0.00006047437,0.0007657726],"genre_scores_gemma":[0.00000395241,0.9814704,0.006304327,0.00011769,0.0001636272,0.007039807,0.003269799,0.0001094997,0.001520863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2876554,"threshold_uncertainty_score":0.9996198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093668792924442,"score_gpt":0.4018578503440758,"score_spread":0.2924909710516316,"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."}}