{"id":"W2125120226","doi":"10.1186/1471-2377-10-115","title":"Congenital Abnormalities and Multiple Sclerosis","year":2010,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Medicine; Multiple sclerosis; Neurosurgery; Pregnancy; Cohort; Population; Cohort study; Pediatrics; Internal medicine; Genetics; Surgery; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776475,0.000133936,0.0002558781,0.0001032483,0.0001217855,0.00001791953,0.00008085495,0.0001151254,0.0001804219],"category_scores_gemma":[0.001249298,0.0001131094,0.00005554053,0.00007221592,0.0005363054,0.00006485821,0.0001855814,0.0004612805,0.00005792154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003528367,"about_ca_system_score_gemma":0.00004296818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132569,"about_ca_topic_score_gemma":0.0008875558,"domain_scores_codex":[0.9989151,0.00006837834,0.0001712798,0.0002980585,0.0001782097,0.0003689155],"domain_scores_gemma":[0.9988461,0.0005715954,0.00003299227,0.0002764742,0.00009206088,0.0001808458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004157075,0.00006832893,0.836539,0.00004910772,0.00003641813,0.00002021477,0.0001540168,6.542315e-7,0.1589043,0.0001828403,0.0007356047,0.002893815],"study_design_scores_gemma":[0.001880798,0.0003730208,0.9881651,0.000003630217,0.00002137242,0.0001391997,0.00003328603,0.0005098803,0.003292929,0.00003027144,0.005460185,0.00009026929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996012,0.0001247935,0.00001748151,0.001381317,0.0003002661,0.0003099552,0.0000171863,0.00008617025,0.001750779],"genre_scores_gemma":[0.9976214,0.0001616248,0.0007504642,0.0008748081,0.0002459986,0.00003346362,0.000005703202,0.00002043104,0.0002861282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1556114,"threshold_uncertainty_score":0.4612466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577003705089104,"score_gpt":0.2897572247898095,"score_spread":0.2139871877389185,"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."}}