{"id":"W3163900216","doi":"10.1016/j.jogc.2021.02.023","title":"Determining the validity of non-invasive hemoglobin testing to detect anemia in postpartum women at a tertiary care centre","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Hemoglobin; Intraclass correlation; Anemia; Confidence interval; Obstetrics; Predictive value; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003482969,0.0003258233,0.0003479367,0.001129882,0.0009897311,0.001484695,0.001446086,0.001029319,0.001297661],"category_scores_gemma":[0.03603528,0.0005241915,0.0003293721,0.0008815969,0.001035958,0.0005267625,0.0009879213,0.001082488,0.0002421021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481469,"about_ca_system_score_gemma":0.004051453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07532939,"about_ca_topic_score_gemma":0.08478078,"domain_scores_codex":[0.9958942,0.001582685,0.0005468976,0.0002832472,0.001000942,0.0006920407],"domain_scores_gemma":[0.9799601,0.01115405,0.003760458,0.0006076708,0.003200774,0.001316879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005396577,0.00006281453,0.9980977,0.00001005754,0.00000942986,0.0001708551,0.0003632051,0.00002963808,0.00007534517,0.00002035349,0.0001245117,0.0009821813],"study_design_scores_gemma":[0.0000168857,0.0001859405,0.9949806,0.00005816913,0.00002774658,0.0005056709,0.002727759,0.001058943,0.000188303,0.0000460161,0.0001971149,0.000006722926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986284,0.0001308927,0.00004089265,0.0002886117,0.00001459902,0.00001577155,0.00006323727,0.000002724309,0.0008148755],"genre_scores_gemma":[0.9994637,0.00008126503,0.0001434237,0.0001199148,0.00001573615,0.000007108102,0.00005754481,0.000002084326,0.0001091934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07532939,"threshold_uncertainty_score":0.1497819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159456146428096,"score_gpt":0.2280647421222618,"score_spread":0.2164701806579808,"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."}}