{"id":"W4293244015","doi":"10.1097/01.aog.0000826288.23077.ab","title":"Can Noninvasive Hemoglobin Testing Be Used to Detect Postpartum Anemia? [A253]","year":2022,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Phlebotomy; Hemoglobin; Anemia; Obstetrics; Postpartum period; Pregnancy; Surgery; Internal medicine","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":[0.004620053,0.0003542636,0.0004224227,0.0007265616,0.0001819876,0.0007850836,0.0007498172,0.00119007,0.001561337],"category_scores_gemma":[0.03630072,0.0002272721,0.0003617171,0.0006409837,0.0007672072,0.000857915,0.0002219594,0.0006342463,0.0008291416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471226,"about_ca_system_score_gemma":0.0007044466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854538,"about_ca_topic_score_gemma":0.003149856,"domain_scores_codex":[0.9981729,0.0009057986,0.000177537,0.000198818,0.0004679731,0.00007694707],"domain_scores_gemma":[0.990642,0.005386265,0.002029249,0.0003634457,0.001415918,0.0001631356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004591778,0.0001025088,0.7766665,0.0005819756,0.000173253,0.0005444988,0.0003566797,0.0002346304,0.001268668,0.0003599511,0.007599993,0.2116523],"study_design_scores_gemma":[0.000124553,0.001527346,0.9591886,0.002868685,0.0004288331,0.005432558,0.001222059,0.004026081,0.002925185,0.004997758,0.01718438,0.00007389533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848032,0.05427953,0.01890193,0.04953566,0.002286691,0.0002895285,0.001251057,0.0002833472,0.02514024],"genre_scores_gemma":[0.9715875,0.00924343,0.009245721,0.007334363,0.0008780671,0.00009295802,0.000345079,0.00002279488,0.001250039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004620053,"threshold_uncertainty_score":0.02443349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654462015051477,"score_gpt":0.2568570119924119,"score_spread":0.2303123918418971,"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."}}