{"id":"W4307303986","doi":"10.1136/bmjopen-2021-059203","title":"Fetal–neonatal and maternal pregnancy outcomes in women with rheumatoid arthritis: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Ministry of Science and Technology, Taiwan; Chang Gung Medical Foundation; Chang Gung Memorial Hospital","keywords":"Medicine; Pregnancy; Rheumatoid arthritis; Obstetrics; Fetus; Cohort study; Cohort; Population; Epidemiology; Internal medicine; Environmental health","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":[0.001930251,0.0004570211,0.0004767842,0.0008483652,0.0006736427,0.0006977544,0.0006288026,0.0006650818,0.0009877539],"category_scores_gemma":[0.003818194,0.0006423793,0.0009931826,0.001537837,0.0002300834,0.0006177995,0.0006116978,0.0008351102,0.0002479829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004796805,"about_ca_system_score_gemma":0.0005434254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755761,"about_ca_topic_score_gemma":0.0165916,"domain_scores_codex":[0.9988475,0.0003527408,0.0001445871,0.0003056569,0.0001830039,0.0001665898],"domain_scores_gemma":[0.9984316,0.0002073723,0.00069697,0.0002855126,0.0002067074,0.0001717439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040939,0.00002788013,0.9987462,0.000009532541,0.0001503049,0.0001014944,0.00008836693,0.00002243948,0.00009290241,0.00001315225,0.00007175274,0.0005718922],"study_design_scores_gemma":[0.00002975567,0.0001560708,0.9983813,0.00002060936,0.0001482619,0.0004986847,0.0002349009,0.0002019589,0.00004136468,0.00001983617,0.0002597325,0.000007605738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978745,0.000535209,0.0002316428,0.00006217969,0.000009914074,0.00003438086,0.0009823469,0.000004025036,0.0002658583],"genre_scores_gemma":[0.9984571,0.0003604071,0.000279493,0.00004328758,0.00001388743,0.00005053095,0.0005831161,0.000002337151,0.0002098358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01755761,"threshold_uncertainty_score":0.03491086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377996338997121,"score_gpt":0.3402006294192011,"score_spread":0.3164206660292299,"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."}}