{"id":"W4379523335","doi":"10.1136/annrheumdis-2023-eular.4179","title":"POS0387 IMPACT OF RHEUMATIC DISEASE SUB-TYPES ON MATERNAL AND NEONATAL OUTCOMES: A POPULATION LEVEL ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Psoriatic arthritis; Pregnancy; Population; Comorbidity; Cohort; Rheumatoid arthritis; Pediatrics; Live birth; Obstetrics; Caesarean section; Internal medicine","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":[0.002367015,0.0006257345,0.001117275,0.001025557,0.0004326991,0.001216863,0.0008433581,0.001103124,0.007243996],"category_scores_gemma":[0.004657514,0.000623749,0.005069206,0.002833162,0.0003876322,0.0009506254,0.001323632,0.001843878,0.0009033922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912135,"about_ca_system_score_gemma":0.0007646981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006809318,"about_ca_topic_score_gemma":0.008397995,"domain_scores_codex":[0.9968389,0.001296268,0.0003480056,0.0006233428,0.0003495622,0.0005437401],"domain_scores_gemma":[0.9962403,0.00139932,0.001124191,0.0005278495,0.0002693544,0.0004390677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003130332,0.000122832,0.9835225,0.0001453711,0.00690965,0.0002161764,0.00007788661,0.0003682812,0.0002896224,0.0001280666,0.0008230966,0.00426621],"study_design_scores_gemma":[0.00008648577,0.0008903235,0.9948891,0.00003595927,0.002350029,0.0002148997,0.0002100702,0.0004296101,0.0000690255,0.000149762,0.0006602147,0.00001447902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853033,0.001546804,0.0006712289,0.0001707073,0.00007271644,0.00004060807,0.009483415,0.00003168549,0.002679578],"genre_scores_gemma":[0.9942204,0.0004041118,0.0002663258,0.0001258813,0.00006030733,0.00007562618,0.003662067,0.0000217076,0.001163622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007243996,"threshold_uncertainty_score":0.02423358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833688983702896,"score_gpt":0.3756886828693382,"score_spread":0.3073517930323093,"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."}}