{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250712,0.0001727349,0.0003418495,0.000332607,0.00007944454,0.000005064311,0.0001055491,0.00009160332,0.0001260222],"category_scores_gemma":[0.0003773424,0.0001276795,0.00006589929,0.0006165588,0.00004406553,0.0002410106,0.00001086544,0.0001886754,0.000004175776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007574077,"about_ca_system_score_gemma":0.003589088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8235161,"about_ca_topic_score_gemma":0.9774461,"domain_scores_codex":[0.9971038,0.0002931804,0.0007837101,0.0004376178,0.001109401,0.0002723626],"domain_scores_gemma":[0.9984357,0.000331762,0.000450743,0.0002412711,0.0003512159,0.0001892586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0068065,0.001358707,0.8952175,0.001627841,0.0001090389,0.00003994318,0.00781588,0.00007140342,0.007312302,0.0001914128,0.01102746,0.06842197],"study_design_scores_gemma":[0.008432678,0.0003425429,0.9859099,0.0003145572,0.00005762254,0.000005513794,0.001011513,0.00003489899,0.001389166,0.00001005312,0.002334134,0.0001574222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796908,0.0003772654,0.001110066,0.01394959,0.0002618977,0.001506128,0.0002114778,0.00004229418,0.002850431],"genre_scores_gemma":[0.9911255,0.007803214,0.0002110477,0.0003553906,0.00006913928,0.0000445303,0.0002406146,0.00002043161,0.0001300868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15393,"threshold_uncertainty_score":0.6366888,"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."}}