{"id":"W2605436721","doi":"10.1515/cclm-2017-0118","title":"Mean hemoglobin concentrations in fasting venous and non-fasting capillary blood of Cambodian women using a hemoglobinometer and an automated hematology analyzer","year":2017,"lang":"en","type":"letter","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Hematology analyzer; Hemoglobin; Hematology; Medicine; Internal medicine; Venous blood; Endocrinology; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001210192,0.0006328315,0.002312147,0.0001426204,0.0002753283,0.00004166151,0.0002085022,0.001724809,0.00007049711],"category_scores_gemma":[0.001456924,0.0005465394,0.00008962824,0.0003268171,0.002188779,0.000142507,0.000160198,0.002524788,6.86451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008560735,"about_ca_system_score_gemma":0.0006813238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446341,"about_ca_topic_score_gemma":0.00001150109,"domain_scores_codex":[0.9958761,0.000225322,0.00169721,0.001080049,0.0003410407,0.0007803247],"domain_scores_gemma":[0.9968637,0.0005139262,0.0009565267,0.0007230024,0.0003079907,0.0006348312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.001189804,0.002739549,0.7710165,0.0353514,0.00403061,0.03190656,0.01311742,0.00003611438,0.08460389,0.0000178212,0.04950372,0.006486565],"study_design_scores_gemma":[0.2289617,0.02631987,0.1935747,0.1259212,0.03547611,0.04003707,0.0653192,0.1130059,0.03463406,0.0008536703,0.1152885,0.02060805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773802,0.005383008,0.000006215897,0.01587648,0.00021042,0.0004611514,0.0001014498,0.00009411269,0.0004870285],"genre_scores_gemma":[0.9769726,0.001362612,0.0003587423,0.01933195,0.001469023,0.00002099947,0.0002935749,0.00008915036,0.0001013814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5774419,"threshold_uncertainty_score":0.9997764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802295657977322,"score_gpt":0.3341881392119675,"score_spread":0.3061651826321943,"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."}}