{"id":"W4313532955","doi":"10.1136/lupus-2022-lupus21century.83","title":"1201 IMPACT Study: Preliminary results of a trial with a biologic to prevent preeclampsia in women with antiphospholipid syndrome","year":2022,"lang":"en","type":"article","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Lupus Foundation of America; Lupus Research Institute","keywords":"Medicine; Antiphospholipid syndrome; Preeclampsia; Pregnancy; Lupus anticoagulant; Obstetrics; Regimen; Population; Adverse effect; Internal medicine; Thrombosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001749155,0.0007806285,0.001110228,0.0002776133,0.0002818663,0.0007290571,0.0005240925,0.001432049,0.004651912],"category_scores_gemma":[0.00221698,0.0002466139,0.001203395,0.0003448846,0.0005334675,0.0004861504,0.0003282543,0.002179052,0.0005847422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773069,"about_ca_system_score_gemma":0.001410676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145555,"about_ca_topic_score_gemma":0.001753243,"domain_scores_codex":[0.9993986,0.0003311986,0.00004505982,0.00005426913,0.00008571385,0.00008521626],"domain_scores_gemma":[0.9986167,0.0004207204,0.0001945682,0.00009440241,0.00009188743,0.0005817054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7249151,0.03045674,0.01208774,0.001512138,0.002878853,0.001289795,0.0002393337,0.001050726,0.02337349,0.0006835071,0.01040095,0.1911116],"study_design_scores_gemma":[0.6363351,0.3221726,0.02665664,0.0001583707,0.001665528,0.0006944971,0.00007112505,0.0005852978,0.002501063,0.0005695398,0.008549959,0.00004027969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529932,0.01530795,0.001252431,0.007898608,0.0006651088,0.00455506,0.005353812,0.0002104894,0.01176329],"genre_scores_gemma":[0.9709287,0.008073266,0.002764117,0.006196828,0.00115121,0.002242688,0.004140185,0.00003976445,0.004463322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004651912,"threshold_uncertainty_score":0.01556218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368151277873507,"score_gpt":0.3166169313736073,"score_spread":0.2929354185948722,"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."}}