{"id":"W2061964547","doi":"10.1097/aog.0000000000000541","title":"Management of Multiple Sclerosis During Pregnancy and the Reproductive Years","year":2014,"lang":"en","type":"review","venue":"Obstetrics and Gynecology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Multiple sclerosis; Medicine; Disease; Obstetrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003848784,0.0002431484,0.001703582,0.0002605538,0.0001149814,0.00001497687,0.0001385031,0.0001774879,0.00001974524],"category_scores_gemma":[0.007243832,0.0001509075,0.0001905183,0.0004304582,0.0005783296,0.00001922631,0.0005902325,0.0003263783,0.000007093613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007571094,"about_ca_system_score_gemma":0.0000299179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001835489,"about_ca_topic_score_gemma":0.000003164068,"domain_scores_codex":[0.9981955,0.0002222422,0.0004905532,0.0005599374,0.0002311319,0.0003006494],"domain_scores_gemma":[0.9930817,0.005850667,0.0003074961,0.0005715794,0.0001057444,0.00008280235],"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":[0.00001713001,0.00005064394,0.0002660285,0.02470756,0.0006771493,0.00003257681,0.0001644721,8.693969e-8,7.040176e-7,0.0002298305,0.00004401174,0.9738098],"study_design_scores_gemma":[0.0085484,0.0003084699,0.04511284,0.03056563,0.002578981,0.00004540821,0.0003607276,0.00002267935,0.000004526084,0.00005305744,0.9120052,0.0003940075],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001407302,0.9958023,0.000002876326,0.00008162436,0.0002575015,0.001853098,0.00001790839,0.00001360208,0.0005637192],"genre_scores_gemma":[0.00605946,0.9926531,0.0002838471,0.000006732249,0.0000453414,0.0002796729,0.000009432749,0.00003033845,0.0006321027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734158,"threshold_uncertainty_score":0.8672067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08010139011831434,"score_gpt":0.3224119538886392,"score_spread":0.2423105637703248,"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."}}