{"id":"W2331111396","doi":"10.1097/nan.0b013e3182a11cde","title":"Blood Conservation Techniques","year":2013,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Blood conservation; Medicine; Intensive care medicine; Blood transfusion; Blood management; Blood loss; Surgery","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":[0.0007270177,0.0006549562,0.00062633,0.001643294,0.001192312,0.001778653,0.001338549,0.0009626127,0.02256066],"category_scores_gemma":[0.002328023,0.0002524617,0.001013635,0.00143095,0.0008135425,0.001283411,0.00106326,0.002063139,0.008564511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054324,"about_ca_system_score_gemma":0.001245382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479736,"about_ca_topic_score_gemma":0.001216618,"domain_scores_codex":[0.9991448,0.00008924949,0.0000725571,0.0001565744,0.0004397004,0.00009712973],"domain_scores_gemma":[0.9993679,0.0001434316,0.0001188502,0.0001012348,0.0001727247,0.00009577109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007023789,0.0006382673,0.003067633,0.002269628,0.0001501571,0.002740895,0.0004566956,0.0008955661,0.0235422,0.01158079,0.06203973,0.8919161],"study_design_scores_gemma":[0.0002375965,0.001404159,0.009243672,0.001635823,0.0002220624,0.0366753,0.0002865218,0.001726207,0.02963839,0.00782754,0.9110002,0.0001026173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1064095,0.2522539,0.2719394,0.01406831,0.01138653,0.002658129,0.003335024,0.005912237,0.3320371],"genre_scores_gemma":[0.4407834,0.143016,0.1596355,0.01562115,0.004162286,0.002335639,0.004287066,0.001361899,0.2287972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02256066,"threshold_uncertainty_score":0.07547289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210211788335111,"score_gpt":0.2735015148177711,"score_spread":0.2613993969344199,"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."}}