{"id":"W2318998232","doi":"10.1017/cjn.2014.14","title":"Blood Conservation in Neurosurgery: Erythropoietin and Autologous Donation","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Blood transfusion and management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; St. Michael's Hospital","funders":"Canadian Blood Services","keywords":"Medicine; Erythropoietin; Concomitant; Autologous blood; Neurosurgery; Anemia; Donation; Surgery; Red blood cell; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008655879,0.0001399848,0.000272974,0.0005487972,0.0002213522,0.0004174401,0.0002783808,0.0003748135,0.0009784064],"category_scores_gemma":[0.002090251,0.00005824892,0.00009893211,0.0007347507,0.0007190853,0.0002533314,0.0002012821,0.0002992729,0.0001144007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003284177,"about_ca_system_score_gemma":0.0004844707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007701816,"about_ca_topic_score_gemma":0.0005195155,"domain_scores_codex":[0.9995058,0.0002701415,0.0000483016,0.00003843718,0.000113976,0.00002341281],"domain_scores_gemma":[0.9986858,0.0007508369,0.0004044712,0.00003069772,0.00006977143,0.00005846274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00143033,0.0006689309,0.4372995,0.002751612,0.0002373688,0.01822631,0.0008377815,0.0007176638,0.004958286,0.00469395,0.004394679,0.5237836],"study_design_scores_gemma":[0.000153852,0.004139067,0.7420618,0.003250812,0.0005692395,0.1809647,0.002020478,0.002212456,0.006913293,0.01015157,0.04749521,0.00006746433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6228804,0.3606885,0.002251338,0.005743728,0.0003519581,0.00005402097,0.0000519632,0.000014346,0.007963752],"genre_scores_gemma":[0.9402856,0.05707932,0.0009230819,0.0003657312,0.0007327718,0.00001453411,0.00002818901,0.000002354237,0.0005683876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009784064,"threshold_uncertainty_score":0.004577756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519909456008389,"score_gpt":0.255305371212064,"score_spread":0.2301062766519801,"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."}}