{"id":"W2779273619","doi":"10.1097/ogx.0000000000000510","title":"Anemia in Pregnancy: A Pragmatic Approach","year":2017,"lang":"en","type":"review","venue":"Obstetrical & Gynecological Survey","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Mount Sinai Hospital; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Medicine; Pregnancy; Anemia; Etiology; Fetus; Pediatrics; Obstetrics; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001782102,0.0007977406,0.004994128,0.0004883656,0.0001449165,0.0001020422,0.0008095368,0.001650489,0.0006025094],"category_scores_gemma":[0.04192968,0.0005043012,0.0007841299,0.001241316,0.0002778131,0.00009082156,0.0003376074,0.001714609,0.0005559767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075967,"about_ca_system_score_gemma":0.0005990722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116386,"about_ca_topic_score_gemma":0.00003012968,"domain_scores_codex":[0.992972,0.002937792,0.001349238,0.001146724,0.0006274314,0.0009668437],"domain_scores_gemma":[0.9914883,0.006024877,0.0006258962,0.001263698,0.0001027587,0.000494453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001086514,0.001150404,0.002733622,0.01603939,0.00002923992,0.0003257882,0.0000137659,3.11208e-7,1.555499e-8,0.00009739055,0.000542621,0.9790566],"study_design_scores_gemma":[0.001669086,0.0002721588,0.1214276,0.004458462,0.0006698488,0.00005498295,0.00001000393,0.000009380219,1.278061e-8,0.00006201479,0.8706517,0.0007147004],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001931483,0.9710025,0.00006804243,0.00001533475,0.000489531,0.002735025,0.00008691761,0.00009702797,0.02548627],"genre_scores_gemma":[0.0002734948,0.993917,0.001020108,0.00007061791,0.00008243477,0.0004617994,0.001089195,0.0000739925,0.003011295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9783419,"threshold_uncertainty_score":0.9997408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781317655459741,"score_gpt":0.3940052585766164,"score_spread":0.2158734930306423,"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."}}