{"id":"W1970926950","doi":"10.2460/javma.244.4.431","title":"Risk factors for transfusion-associated complications and nonsurvival in dogs receiving packed red blood cell transfusions: 211 cases (2008–2011)","year":2014,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Blood transfusion and management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Blood transfusion; Red blood cell; Packed red blood cells; Intensive care medicine; Emergency 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":[0.0004700878,0.0002608977,0.0002541344,0.0007664546,0.0005191776,0.0003865952,0.000396427,0.0005479734,0.001614242],"category_scores_gemma":[0.001671629,0.0004455082,0.0003967157,0.0006362603,0.0004219703,0.0003864952,0.0004304021,0.0004321533,0.0002147503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563596,"about_ca_system_score_gemma":0.0004641796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055654,"about_ca_topic_score_gemma":0.003313618,"domain_scores_codex":[0.9995601,0.00007453986,0.00006456026,0.0000798929,0.0001329303,0.00008790265],"domain_scores_gemma":[0.9986223,0.0002302648,0.0007696329,0.000103528,0.00009079049,0.0001834648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003859194,0.00002384672,0.9981915,0.00000398993,0.00001068831,0.001054392,0.00002797915,0.00001740434,0.00009956813,0.000008482173,0.00005945536,0.0004640167],"study_design_scores_gemma":[0.00001231456,0.000218951,0.9793281,0.00001153811,0.00002989098,0.01953528,0.000255474,0.0002423434,0.0001412325,0.0000211293,0.0001977695,0.000006125663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995922,0.0001234163,0.00006178515,0.00001590378,0.000002686628,0.000006331259,0.00004853851,0.000002255294,0.0001468589],"genre_scores_gemma":[0.9996031,0.0001016717,0.00007482882,0.0000107179,0.00001058441,0.000005653137,0.0001453925,9.552944e-7,0.00004710756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002055654,"threshold_uncertainty_score":0.005400181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124968379647893,"score_gpt":0.2797545835798448,"score_spread":0.2585048997833659,"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."}}