{"id":"W22384130","doi":"10.1007/s12630-012-9781-x","title":"Should intraoperative cell-salvaged blood be used in patients with suspected or known malignancy?","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Blood transfusion and management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Leukoreduction; Blood product; Narrative review; Metastasis; Blood transfusion; Autologous blood; Surgery; Cancer; Intensive care medicine; Internal medicine","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":[0.0004991823,0.0003732675,0.001552522,0.0007558503,0.0002280659,0.0005951254,0.0007182789,0.001105076,0.001743375],"category_scores_gemma":[0.002749342,0.0001703079,0.0006372863,0.0007603818,0.0003642644,0.0007545243,0.0001945009,0.001401982,0.0004606955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029847,"about_ca_system_score_gemma":0.001266461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179285,"about_ca_topic_score_gemma":0.00599729,"domain_scores_codex":[0.9998018,0.000047535,0.0000447621,0.00003083801,0.00005888241,0.00001608882],"domain_scores_gemma":[0.9993207,0.0003797074,0.0001498619,0.00001041649,0.00009696689,0.00004229719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005430408,0.00007381204,0.006867861,0.01797591,0.0003788842,0.001420713,0.00008086752,0.0002502877,0.000583808,0.0008321318,0.03116669,0.939826],"study_design_scores_gemma":[0.001166712,0.0009298659,0.06528261,0.09201878,0.005718754,0.04898677,0.001164036,0.000992402,0.002060109,0.006148703,0.7753615,0.000169734],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006952949,0.9976296,0.00008885344,0.0008354355,0.0002528164,0.00000295465,0.00001391351,0.000003274365,0.000477812],"genre_scores_gemma":[0.00763109,0.9903976,0.0002951706,0.0007911993,0.0006586094,0.000005905048,0.00004320343,0.000001310195,0.0001759407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002179285,"threshold_uncertainty_score":0.005832195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291773372958242,"score_gpt":0.2562030747877846,"score_spread":0.2232853410582022,"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."}}