{"id":"W4382797225","doi":"10.1016/j.ajog.2023.06.040","title":"Knowledge is power: regarding SMFM Consult Series #64: Systemic lupus erythematosus in pregnancy","year":2023,"lang":"en","type":"letter","venue":"American Journal of Obstetrics and Gynecology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Guideline; Warrant; Family medicine; Intensive care medicine; Pathology","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":[0.001918553,0.0006441621,0.0009849591,0.001092483,0.006212289,0.003403554,0.001397951,0.05292461,0.01999546],"category_scores_gemma":[0.02173129,0.0006194114,0.0008355448,0.0008947559,0.001988526,0.002422472,0.002279837,0.02642721,0.007367736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005364856,"about_ca_system_score_gemma":0.007818104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111581,"about_ca_topic_score_gemma":0.02053986,"domain_scores_codex":[0.9976908,0.0005556674,0.0003080703,0.000209323,0.0005264849,0.0007096279],"domain_scores_gemma":[0.9908506,0.003972597,0.0008423538,0.0002129562,0.001247689,0.002873791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002970847,0.00007749463,0.002750072,0.00006068277,0.00001019751,0.02269418,0.0004030605,0.00007592446,0.0002136649,0.002331855,0.9616536,0.009699572],"study_design_scores_gemma":[0.0001939258,0.0002692398,0.01008622,0.001869732,0.00008134902,0.05277833,0.00375841,0.00135103,0.0003554269,0.01329041,0.915852,0.0001138566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001303433,0.0004852257,0.00005000998,0.9791398,0.009044048,0.00001567634,0.00003140041,0.00001973149,0.00991067],"genre_scores_gemma":[0.01811767,0.001448144,0.0002657046,0.9149159,0.03675815,0.00005170699,0.00005420665,0.0000352644,0.02835326],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05292461,"threshold_uncertainty_score":0.06689143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546222751532664,"score_gpt":0.296138669045662,"score_spread":0.2706764415303354,"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."}}