{"id":"W2144456095","doi":"10.1016/j.msard.2014.10.001","title":"The need for a disease-specific prospective pregnancy registry for multiple sclerosis (MS)","year":2014,"lang":"en","type":"review","venue":"Multiple Sclerosis and Related Disorders","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"IC Design Education Center; Teva Pharmaceutical Industries; Canadian Institutes of Health Research; Biogen","keywords":"Medicine; Pregnancy; Multiple sclerosis; Epidemiology; Gestation; Disease; Obstetrics; Disease registry; Pediatrics; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006982418,0.00104782,0.002139593,0.0001831145,0.002110112,0.0001746094,0.0007184314,0.001211718,0.00002904829],"category_scores_gemma":[0.0009445273,0.0006843084,0.001576789,0.0003704322,0.0008467701,0.0001402741,0.0001869663,0.0006874305,0.00008284907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167357,"about_ca_system_score_gemma":0.0001616224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005087646,"about_ca_topic_score_gemma":0.00006187469,"domain_scores_codex":[0.9949982,0.0005887296,0.001396889,0.001851176,0.0001039067,0.001061136],"domain_scores_gemma":[0.9944639,0.002627254,0.00112787,0.001411526,0.0002407167,0.000128788],"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":[0.0003488381,0.0002659419,0.0007437689,0.008168225,0.001794201,3.652346e-7,0.0003514641,0.000004796762,0.0001215026,0.0008305336,0.007295188,0.9800752],"study_design_scores_gemma":[0.005325646,0.0002556174,0.001260255,0.02639429,0.001125561,0.000008119595,0.0001964117,0.00001727753,0.00002028664,0.0006312605,0.9637804,0.0009848485],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004244995,0.9834316,0.0006377438,0.0002105385,0.002794412,0.01130751,0.001086643,0.0001967803,0.0002923168],"genre_scores_gemma":[0.01006254,0.9755598,0.00009319805,0.0000112061,0.0001372861,0.008058075,0.001041222,0.0002177867,0.004818905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790903,"threshold_uncertainty_score":0.9995608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401995808955339,"score_gpt":0.2536066723674934,"score_spread":0.19958671427794,"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."}}