{"id":"W4393857849","doi":"10.1016/j.tjnut.2024.03.019","title":"Assessing Accuracy and Precision of Hemoglobin Determination in Venous, Capillary Pool, and Single-Drop Capillary Blood Specimens Using three Different HemoCue® Hb Models: The Multicountry Hemoglobin Measurement (HEME) Study","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"EduCanada; Global Affairs Canada; United States Agency for International Development","keywords":"Venous blood; Hemoglobin; Medicine; Capillary action; Hematology analyzer; Limits of agreement; Population; Internal medicine; Nuclear medicine; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01351067,0.0005292383,0.0003223984,0.0007352662,0.0003337653,0.0007032693,0.0007208597,0.0007494925,0.0003289359],"category_scores_gemma":[0.01441978,0.0003845713,0.0004758906,0.0007434119,0.0005649939,0.0003355889,0.0007453379,0.0004527047,0.0001637013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593196,"about_ca_system_score_gemma":0.0004887296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004412801,"about_ca_topic_score_gemma":0.005505422,"domain_scores_codex":[0.9892862,0.005337602,0.0007791176,0.001759406,0.002679938,0.000157776],"domain_scores_gemma":[0.9852629,0.005030771,0.004175816,0.002270155,0.003029674,0.0002306799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004511491,0.0001107961,0.9872181,0.0000697651,0.0004614537,0.00001528752,0.0004532342,0.0002677136,0.002799455,0.00005667769,0.0000972402,0.007999173],"study_design_scores_gemma":[0.00009227086,0.002092069,0.9860778,0.00006013669,0.0004550329,0.0003983227,0.0003171526,0.00251186,0.007088224,0.00006455818,0.0008221997,0.00002039518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945603,0.0005507771,0.003897057,0.00002501897,0.00001890037,0.000105347,0.0002680195,0.00001627931,0.0005584563],"genre_scores_gemma":[0.9953482,0.0001110924,0.00392652,0.00004288972,0.00001092576,0.00007159493,0.0002905089,0.00000577438,0.000192612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351067,"threshold_uncertainty_score":0.07145214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06129666971633484,"score_gpt":0.3066246051387799,"score_spread":0.245327935422445,"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."}}