{"id":"W2436472353","doi":"10.1111/trf.13697","title":"Transfusion premedication practices among pediatric health care practitioners in Canada: results of a national survey","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Premedication; Medicine; Family medicine; Medical emergency; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00143044,0.0001786462,0.0002979766,0.0009350873,0.001363932,0.0008425657,0.0007591394,0.0004102059,0.001375014],"category_scores_gemma":[0.004510109,0.0003069186,0.0003670169,0.003823712,0.0005485542,0.0003960757,0.0007108614,0.0006648445,0.0002054871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01879282,"about_ca_system_score_gemma":0.02886005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819946,"about_ca_topic_score_gemma":0.9868396,"domain_scores_codex":[0.9983327,0.0001616498,0.0001396037,0.0001708015,0.0007424852,0.0004527496],"domain_scores_gemma":[0.994092,0.0004582046,0.00128618,0.0001015565,0.002858851,0.001203221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002296258,0.00003920351,0.9926313,0.00006502306,0.00001293575,0.00005401311,0.001862862,0.00003660877,0.00006407344,0.00002444685,0.001042928,0.004143549],"study_design_scores_gemma":[0.000003169099,0.00001944418,0.996998,0.00003679795,0.000005801861,0.00002748163,0.002207038,0.00009129041,0.0000241371,0.000003455231,0.0005802316,0.000003185567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929284,0.0006028488,0.00009470757,0.0006717275,0.000007470435,0.00008236612,0.003511353,0.00001083157,0.002090339],"genre_scores_gemma":[0.9957902,0.001206868,0.0004259467,0.0003876375,0.000006847074,0.00006125098,0.001566663,0.000004864601,0.0005497211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01879282,"threshold_uncertainty_score":0.1363521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288525591279622,"score_gpt":0.3042769641023835,"score_spread":0.2713917081895872,"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."}}