{"id":"W2541063308","doi":"10.15844/pedneurbriefs-25-6-10","title":"Risk Factors for Multiple Sclerosis in Children","year":2011,"lang":"en","type":"article","venue":"Pediatric Neurology Briefs","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Medicine; Psychology; Pediatrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003411696,0.0002441429,0.0004737514,0.0004154084,0.0001405797,0.000007623294,0.0002071581,0.0001858126,0.00009856222],"category_scores_gemma":[0.002970472,0.0002112518,0.0001799143,0.000415519,0.0001454138,0.00007961483,0.0001565065,0.00051913,0.00003978146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002617556,"about_ca_system_score_gemma":0.0000643118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634306,"about_ca_topic_score_gemma":0.0001426013,"domain_scores_codex":[0.9979362,0.0001380571,0.0003929578,0.0005856827,0.0002372465,0.0007098552],"domain_scores_gemma":[0.9983444,0.0008161718,0.0001374468,0.0003873982,0.0001030888,0.0002115014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005153642,0.0003046244,0.9958095,0.00002345134,0.00005684264,0.000005497553,0.0004092989,0.000003528187,0.0001217846,0.000005659548,0.001635412,0.001109021],"study_design_scores_gemma":[0.003792298,0.0007728078,0.9943216,0.00000240299,0.0001194756,0.000008102326,0.00001454575,0.0001669838,0.0003901989,0.00004367173,0.000210932,0.0001570071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972666,0.000287835,0.00009257183,0.0002638209,0.000175236,0.001416953,0.0001152821,0.0001091615,0.0002725467],"genre_scores_gemma":[0.9959238,0.002273436,0.0006043831,0.0004267816,0.0004319794,0.000215071,0.00002925476,0.00004720599,0.00004815638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003276934,"threshold_uncertainty_score":0.8614597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07604002564068024,"score_gpt":0.2749275373660439,"score_spread":0.1988875117253636,"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."}}