{"id":"W2601343380","doi":"10.14740/jh316e","title":"Reference Value Profile for Healthy Individuals From the Aljouf region of Saudi Arabia","year":2017,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hematocrit; Medicine; White blood cell; Internal medicine; Reference values; Population; Hemoglobin; Complete blood count; Lipid profile; Physiology; Reference range; Immunology; Gastroenterology; Cholesterol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001640683,0.00008832343,0.000732824,0.000032392,0.0001618634,0.00002210838,0.0003161477,0.0001610045,0.00003866597],"category_scores_gemma":[0.009527829,0.0000511935,0.0001606885,0.00002925181,0.0001571887,0.0001452087,0.00004358715,0.0004200667,0.000005925059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000160617,"about_ca_system_score_gemma":0.0003275877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005803534,"about_ca_topic_score_gemma":0.00002084183,"domain_scores_codex":[0.9983246,0.000238753,0.0009378219,0.0001206327,0.0002137272,0.0001644745],"domain_scores_gemma":[0.9923078,0.003599458,0.002992196,0.00049891,0.0004884691,0.0001131508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007890688,0.001686209,0.7019581,0.0007449701,0.001524042,0.0003011174,0.001369347,0.000002863433,0.002187502,0.1222772,0.1479826,0.01207533],"study_design_scores_gemma":[0.01936048,0.008406307,0.4625091,0.001408281,0.001703732,0.002312408,0.001277535,0.0002006961,0.003738756,0.03990052,0.4589449,0.0002373296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061772,0.001970865,0.0006482829,0.08960462,0.0004850533,0.0004347161,0.00004839068,0.000004757398,0.0006260928],"genre_scores_gemma":[0.9933313,0.0002793557,0.002646497,0.003280086,0.0003670666,0.000006451372,0.000004239593,0.000009564804,0.00007541247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3109623,"threshold_uncertainty_score":0.9988154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605512153993232,"score_gpt":0.4418079056407326,"score_spread":0.2812566902414094,"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."}}