{"id":"W4399482869","doi":"10.1136/annrheumdis-2024-eular.2854","title":"AB1439 UPDATE OF THE EULAR POINTS TO CONSIDER FOR USE OF ANTIRHEUMATIC DRUGS IN REPRODUCTION, PREGNANCY AND LACTATION","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Pregnancy; Antirheumatic drugs; Lactation; Reproduction; Medicine; Antirheumatic Agents; Computer science; Internal medicine; Biology; Methotrexate","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992309,0.00009083608,0.0002891056,0.0001085098,0.00002759416,0.000009689574,0.00009608543,0.00002694228,0.00002439978],"category_scores_gemma":[0.003953328,0.00005232522,0.0001260446,0.0003035497,0.0001455493,0.0001561128,0.00004477249,0.00004597016,0.000001456287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007868976,"about_ca_system_score_gemma":0.000171127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003892363,"about_ca_topic_score_gemma":0.000003038675,"domain_scores_codex":[0.9988849,0.00008675893,0.0005066177,0.0001657254,0.0002423359,0.0001137059],"domain_scores_gemma":[0.9986864,0.0003562192,0.0002198584,0.0005092716,0.0001603481,0.00006795074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001861767,0.00332622,0.1809984,0.08821386,0.002683948,0.000005302581,0.04327606,0.0005728469,0.004190822,0.02252891,0.08950114,0.5628407],"study_design_scores_gemma":[0.001916658,0.0003063242,0.7968841,0.1308567,0.0007268941,0.00002474994,0.001053215,0.002943414,0.03942964,0.02493293,0.0006948375,0.0002306014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772018,0.008843342,0.0001504056,0.01233721,0.0001816404,0.001151041,0.00009813723,0.00001431527,0.00002211137],"genre_scores_gemma":[0.9977134,0.001519389,0.0003090441,0.000241199,0.000006671012,0.00004175933,0.000007102398,0.00001179161,0.0001496813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6158857,"threshold_uncertainty_score":0.4732789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530022656591306,"score_gpt":0.3571168504500002,"score_spread":0.2918166238840872,"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."}}