{"id":"W2994543173","doi":"10.1080/1744666x.2019.1699057","title":"Managing pregnancy-associated clinical emergencies in systemic lupus erythematosus: a case-based approach","year":2019,"lang":"en","type":"article","venue":"Expert Review of Clinical Immunology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Antiphospholipid syndrome; Thrombotic thrombocytopenic purpura; Lupus anticoagulant; HELLP syndrome; Lupus nephritis; Systemic lupus erythematosus; Population; Eclampsia; Obstetrics; Preeclampsia; Immunology; Internal medicine; Disease; Platelet; Antibody","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":[0.00101071,0.0008494614,0.0005215759,0.002851894,0.00144172,0.002439797,0.001675835,0.00323909,0.003971906],"category_scores_gemma":[0.005561931,0.000403456,0.0004894168,0.001119549,0.001048241,0.002730205,0.002676012,0.002530948,0.0009079518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203457,"about_ca_system_score_gemma":0.001654328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235545,"about_ca_topic_score_gemma":0.00236142,"domain_scores_codex":[0.9989932,0.0003901902,0.0001600977,0.0001056232,0.0001972167,0.0001536513],"domain_scores_gemma":[0.9985154,0.0005300064,0.000340304,0.00004916184,0.0002103193,0.0003547589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000716955,0.0002734135,0.03350246,0.001248132,0.00006958011,0.7668368,0.003546625,0.001225525,0.001636895,0.004802848,0.04266665,0.1441194],"study_design_scores_gemma":[0.00002124846,0.00006834693,0.004788809,0.00193766,0.00004882397,0.9491034,0.004162966,0.0009636427,0.0003139102,0.003913688,0.03463036,0.00004709024],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3261619,0.2907893,0.05897554,0.168504,0.007741709,0.001911197,0.0005893997,0.0008858014,0.1444412],"genre_scores_gemma":[0.7639256,0.149381,0.04287189,0.01913915,0.01413705,0.0004394928,0.000425307,0.0001309522,0.009549569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003971906,"threshold_uncertainty_score":0.01328737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08210420625929239,"score_gpt":0.4302093122113468,"score_spread":0.3481051059520544,"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."}}