{"id":"W2614419772","doi":"10.1097/01.sa.0000515839.10205.06","title":"Choosing Wisely and Preoperative Hemoglobin A1c Testing","year":2017,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Asymptomatic; Blood testing; Intensive care medicine; Hemoglobin; Surgery; Internal medicine","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":[0.002817846,0.0003047876,0.0005353785,0.0009559386,0.002694912,0.001552279,0.0006285614,0.001906883,0.008867633],"category_scores_gemma":[0.02071185,0.000316051,0.0005042662,0.0007569697,0.00109542,0.001172623,0.001095867,0.00393605,0.00211657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768852,"about_ca_system_score_gemma":0.00908142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02585005,"about_ca_topic_score_gemma":0.1004435,"domain_scores_codex":[0.9970375,0.0009761165,0.0003432902,0.0001109532,0.001121892,0.0004102496],"domain_scores_gemma":[0.9904451,0.001816204,0.001303161,0.0002882517,0.001765788,0.004381545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002647379,0.0008352672,0.2124947,0.000292293,0.00009977909,0.001101777,0.00082727,0.000164534,0.0007303215,0.00137552,0.6149558,0.166858],"study_design_scores_gemma":[0.0004756071,0.001769766,0.6202937,0.004794679,0.000248563,0.005717127,0.009890182,0.0009523375,0.002019443,0.007856508,0.3456668,0.000315254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2056266,0.01215566,0.001961598,0.7088762,0.01275527,0.0004024426,0.001202406,0.000206765,0.05681299],"genre_scores_gemma":[0.6651403,0.02146658,0.01482126,0.2769754,0.004759067,0.0003117718,0.001123772,0.0001232159,0.01527869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02585005,"threshold_uncertainty_score":0.05139917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07676560928770426,"score_gpt":0.331107812958404,"score_spread":0.2543422036706997,"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."}}