{"id":"W4324385660","doi":"10.3899/jrheum.230139","title":"Optimizing Care for Pregnancy in Rheumatic Diseases: Barriers and Potential Solutions","year":2023,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatic disease; Pregnancy; Intensive care medicine; Disease control; Pediatrics; Disease; Obstetrics; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02419798,0.0007937545,0.001024757,0.001440032,0.005184423,0.007513422,0.004015603,0.004690284,0.005802337],"category_scores_gemma":[0.06194475,0.0004971403,0.001031201,0.002233913,0.003038709,0.007072248,0.01145482,0.008141087,0.0005568158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006225185,"about_ca_system_score_gemma":0.04286454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800892,"about_ca_topic_score_gemma":0.02574033,"domain_scores_codex":[0.9799085,0.01185505,0.001799469,0.0009666576,0.002315502,0.003154707],"domain_scores_gemma":[0.9438995,0.03013956,0.005440752,0.0009588636,0.005481746,0.01407963],"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":[0.0002987828,0.0009846627,0.08371972,0.01371718,0.0003949884,0.004735608,0.04709647,0.001640568,0.0005770388,0.0602469,0.1597991,0.626789],"study_design_scores_gemma":[0.0002929954,0.0009201955,0.09784544,0.09348971,0.0004097943,0.005606862,0.3760051,0.003876811,0.0005549222,0.1150374,0.3055708,0.0003899381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02707643,0.05038509,0.003647377,0.9095051,0.002383437,0.0002242016,0.0002210558,0.0001038689,0.006453487],"genre_scores_gemma":[0.6110076,0.1676148,0.04638355,0.1639678,0.005785419,0.001457645,0.0008013872,0.0001656188,0.002816069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02419798,"threshold_uncertainty_score":0.1279727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971889892967633,"score_gpt":0.2838695145992706,"score_spread":0.2641506156695942,"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."}}