{"id":"W1540518025","doi":"10.1111/vec.12339","title":"The effect of blood usage protocol on the age of packed red blood cell transfusions administered at 2 veterinary teaching hospitals","year":2015,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Packed red blood cells; Blood transfusion; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005180649,0.0002601678,0.00029297,0.0005626021,0.0003004227,0.000799114,0.0005283746,0.0004260158,0.001598372],"category_scores_gemma":[0.01669686,0.0001898352,0.0003245609,0.000610359,0.0005601459,0.0005638892,0.0006489021,0.0004518173,0.0001693457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573797,"about_ca_system_score_gemma":0.001957919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056437,"about_ca_topic_score_gemma":0.005358547,"domain_scores_codex":[0.994644,0.002376892,0.0007542816,0.0006330839,0.001068165,0.000523588],"domain_scores_gemma":[0.9773317,0.009347819,0.008890366,0.0006585133,0.00225181,0.001519673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01336614,0.001393599,0.9424567,0.0002285043,0.0001780609,0.0002074909,0.0009895051,0.0007344126,0.009354738,0.0001116087,0.0004382069,0.03054111],"study_design_scores_gemma":[0.00007611842,0.0102846,0.9846371,0.00003923251,0.00009649802,0.000133852,0.0008410504,0.0005121792,0.002754586,0.00002446532,0.0005835854,0.00001675003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990771,0.0001780979,0.0002262587,0.00004380731,0.00001321619,0.0000766181,0.00008347886,0.000004271614,0.000297139],"genre_scores_gemma":[0.998591,0.0001446548,0.0007542552,0.00006850149,0.0000162322,0.0001325115,0.0001275776,0.000003701496,0.0001615888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005180649,"threshold_uncertainty_score":0.02739817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506598795157124,"score_gpt":0.3538951677935948,"score_spread":0.3088291798420235,"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."}}