{"id":"W4389248647","doi":"10.1182/blood-2023-174774","title":"Evaluating Sex-Based Hemoglobin Reference Intervals Using Strict Definitions of Health","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Hemoglobin; Transferrin saturation; Ferritin; Cohort; Anemia; Internal medicine; Population; National Health and Nutrition Examination Survey; Iron deficiency; Gastroenterology; Endocrinology; Physiology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0388408,0.0008338352,0.0006944149,0.003428996,0.0004166275,0.00187936,0.001606113,0.0006673771,0.002076237],"category_scores_gemma":[0.103569,0.0002919818,0.00164424,0.003701461,0.0005555951,0.0009870835,0.001465267,0.0008256854,0.000538829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006287322,"about_ca_system_score_gemma":0.001023584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826148,"about_ca_topic_score_gemma":0.003677427,"domain_scores_codex":[0.97008,0.01489796,0.004690781,0.004543136,0.005256747,0.0005312857],"domain_scores_gemma":[0.9489689,0.02178543,0.01464303,0.005881072,0.008275024,0.0004464856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009271873,0.0001032021,0.8904145,0.0005148403,0.001635807,0.0001334871,0.0006846532,0.00287778,0.0008230397,0.004462778,0.006524648,0.0908981],"study_design_scores_gemma":[0.000257186,0.001551799,0.9149146,0.0008247645,0.001735729,0.001236176,0.0009134636,0.02839934,0.003960505,0.008677528,0.03740906,0.0001198614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6478231,0.01233715,0.2893375,0.001289247,0.0009995186,0.001808647,0.02723616,0.001172049,0.01799666],"genre_scores_gemma":[0.8998131,0.001097775,0.08254177,0.000665647,0.0001945102,0.001691166,0.01234998,0.0002187218,0.001427406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0388408,"threshold_uncertainty_score":0.2054123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997317830578382,"score_gpt":0.388012251824126,"score_spread":0.1882804687662878,"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."}}