{"id":"W3111675196","doi":"10.3899/jrheum.201128","title":"The Rheumatoid Arthritis Gene Expression Signature Among Women Who Improve or Worsen During Pregnancy: A Pilot Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rigshospitalet; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Gigtforeningen; Aarhus Universitetshospital; Odense Universitetshospital; Aarhus Universitet","keywords":"Medicine; Rheumatoid arthritis; Pregnancy; Gene expression; Internal medicine; Gene; Immunology; Genetics","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":[0.0005075311,0.0002996835,0.0003677862,0.0004149914,0.0003928794,0.0003711586,0.0001427571,0.0003514835,0.0008189537],"category_scores_gemma":[0.001375957,0.0002178529,0.0002691757,0.000413495,0.0003159145,0.0002631914,0.0002509055,0.0003268524,0.0003038085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872521,"about_ca_system_score_gemma":0.0002085317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696198,"about_ca_topic_score_gemma":0.001450889,"domain_scores_codex":[0.999724,0.00008988402,0.00001450353,0.00007125032,0.00003742641,0.0000629092],"domain_scores_gemma":[0.9994597,0.0001642969,0.0001509286,0.00005757652,0.00004501154,0.0001224483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004829267,0.0005466906,0.9626887,0.00005134133,0.00007163009,0.001253515,0.0008978059,0.00006645418,0.01329896,0.00003749483,0.0001790697,0.01607908],"study_design_scores_gemma":[0.0000622337,0.003047058,0.9937325,0.000006678755,0.00005008799,0.001485964,0.0003927934,0.0001333352,0.00053123,0.00002523894,0.0005254706,0.000007302206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994036,0.000158823,0.00007335273,0.00001742477,0.000003363716,0.00001865891,0.00009007562,0.000001607808,0.0002331054],"genre_scores_gemma":[0.9988285,0.0002201045,0.0002122119,0.00005751558,0.00001950962,0.00004364381,0.0002306968,0.000003247342,0.0003846115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001696198,"threshold_uncertainty_score":0.00337261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685335673110957,"score_gpt":0.2588142050358619,"score_spread":0.2419608483047524,"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."}}