{"id":"W2946589403","doi":"10.1097/aog.0000000000003256","title":"Chronic Kidney Disease and Pregnancy","year":2019,"lang":"en","type":"review","venue":"Obstetrics and Gynecology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Kidney disease; Renal function; Proteinuria; Pregnancy; Intensive care medicine; Context (archaeology); Preeclampsia; Population; Disease; Nephrology; Internal medicine; Kidney","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"],"consensus_categories":[],"category_scores_codex":[0.00009163399,0.0002976997,0.001303728,0.0003111742,0.00005969465,0.00001688312,0.00009180798,0.0004015208,0.000212604],"category_scores_gemma":[0.009284583,0.0002221439,0.0001600078,0.0003021038,0.0001256764,0.00004476492,0.0001100984,0.0003940944,0.00009374192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714773,"about_ca_system_score_gemma":0.001846978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001283193,"about_ca_topic_score_gemma":3.607691e-7,"domain_scores_codex":[0.9986216,0.00007436817,0.0003733285,0.0004623815,0.0001342115,0.0003340738],"domain_scores_gemma":[0.9962688,0.002160955,0.0002282021,0.0004504183,0.00004409333,0.0008475493],"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":[0.000001206427,0.00003668588,0.0001618289,0.03788596,0.000120603,0.00009457809,0.00001386917,6.07501e-9,8.818187e-8,0.0004341492,0.001033173,0.9602178],"study_design_scores_gemma":[0.0009230753,0.0002508802,0.0003931504,0.02625432,0.002127692,0.00006070802,0.000001966777,0.00000574693,7.316432e-8,0.00004760786,0.9697337,0.0002011335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005234753,0.9953137,0.0000112983,0.0002468642,0.001184792,0.001159868,0.00008608812,0.00003223634,0.001959919],"genre_scores_gemma":[0.00006153453,0.9925495,0.00003297029,0.0003050979,0.0001070207,0.0001057738,0.0002384952,0.00003746744,0.006562173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9687005,"threshold_uncertainty_score":0.9990606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04797555413312866,"score_gpt":0.3390654874824169,"score_spread":0.2910899333492882,"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."}}