{"id":"W2080263240","doi":"10.1016/j.ocl.2009.02.003","title":"Blood Management for Hip Reconstruction Surgery","year":2009,"lang":"en","type":"article","venue":"Orthopedic Clinics of North America","topic":"Blood transfusion and management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Blood conservation; Blood management; Blood transfusion; Surgery; Hip surgery; Arthroplasty","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":[0.0002673717,0.000273119,0.0002701138,0.001112625,0.001493581,0.0007858355,0.0002909651,0.0006099135,0.007162829],"category_scores_gemma":[0.00182768,0.0001063502,0.0002330374,0.0008914715,0.0002784382,0.0003351654,0.0004323884,0.000829288,0.0006382951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006962628,"about_ca_system_score_gemma":0.001667239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718011,"about_ca_topic_score_gemma":0.009611662,"domain_scores_codex":[0.9996834,0.00007308121,0.00004717668,0.00002434151,0.00009318818,0.00007887184],"domain_scores_gemma":[0.9995342,0.00006922249,0.0001351952,0.00001128258,0.00009222086,0.0001577581],"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":[0.0006677089,0.0009922752,0.2497762,0.000666163,0.0001472812,0.04448571,0.001066423,0.0004383464,0.00434294,0.002013507,0.1065506,0.5888528],"study_design_scores_gemma":[0.0003813134,0.002291036,0.6072835,0.002797675,0.0004143768,0.1513349,0.005143169,0.001237427,0.004580786,0.005033144,0.2194169,0.00008588883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6264786,0.1296857,0.004064589,0.06007428,0.004974506,0.0003274453,0.0004285382,0.0002454207,0.173721],"genre_scores_gemma":[0.9454928,0.02769424,0.00345615,0.008549288,0.00436144,0.0001262062,0.0003332771,0.00003686806,0.009949666],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007162829,"threshold_uncertainty_score":0.02396208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390020326857339,"score_gpt":0.287470168430151,"score_spread":0.2635699651615776,"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."}}