{"id":"W2563046280","doi":"10.1111/ijlh.12583","title":"A method comparison study between two hemoglobinometer models (Hemocue Hb 301 and Hb 201+) to measure hemoglobin concentrations and estimate anemia prevalence among women in Preah Vihear, Cambodia","year":2016,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Concordance; Hemoglobin; Medicine; Anemia; Limits of agreement; Population; Demography; Pediatrics; Internal medicine; Nuclear medicine; 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":[0.06131247,0.0009190771,0.0007463593,0.001039589,0.0008314882,0.001424885,0.00131516,0.00120791,0.001181046],"category_scores_gemma":[0.07992072,0.0007731045,0.001795827,0.0009093561,0.000969176,0.0008222387,0.001292981,0.0007314065,0.0003857937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139445,"about_ca_system_score_gemma":0.001130616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008080377,"about_ca_topic_score_gemma":0.01062229,"domain_scores_codex":[0.9208259,0.05926987,0.003045314,0.006568008,0.009784441,0.0005064964],"domain_scores_gemma":[0.8823158,0.08629751,0.009548067,0.006020992,0.01516806,0.0006495431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006575731,0.001055256,0.921533,0.0009955658,0.003725586,0.00009699383,0.005586837,0.001270918,0.002967868,0.0006111765,0.001190312,0.05439077],"study_design_scores_gemma":[0.001060499,0.01628737,0.9437333,0.0005920345,0.00272466,0.0006838532,0.002610121,0.02244473,0.004605926,0.0005776663,0.004480572,0.0001991525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681433,0.002473206,0.02426465,0.0001862223,0.000292372,0.001563542,0.0006053555,0.00007387925,0.00239743],"genre_scores_gemma":[0.9727393,0.0004439867,0.0228505,0.0002036464,0.00006351121,0.001623125,0.0005924095,0.00004122365,0.001442199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06131247,"threshold_uncertainty_score":0.3242553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181037815224916,"score_gpt":0.3500229601426489,"score_spread":0.3282125819903997,"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."}}