{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003148183,0.000253387,0.0003889457,0.00110001,0.0008227956,0.0005041346,0.0003068229,0.0003548752,0.001237545],"category_scores_gemma":[0.001536053,0.0003168559,0.0003734429,0.001943539,0.0003725132,0.000266876,0.000333506,0.0006895836,0.0001106895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002248847,"about_ca_system_score_gemma":0.003058538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5352632,"about_ca_topic_score_gemma":0.5250267,"domain_scores_codex":[0.9996027,0.00004599687,0.00003351942,0.0000502462,0.0001375625,0.000129994],"domain_scores_gemma":[0.9992674,0.000100707,0.0002844807,0.00002386189,0.0001263317,0.0001972242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000207466,0.00001270369,0.9987357,0.00001055103,0.00001430074,0.0001012579,0.0001291563,0.00001514989,0.00007566675,0.00001969297,0.0001554558,0.0007095271],"study_design_scores_gemma":[0.000003171908,0.00001558149,0.999295,0.00001705569,0.00001275649,0.0001796739,0.0002073703,0.00001749603,0.00002270345,0.000005899464,0.0002215551,0.000001692935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967187,0.001388357,0.00002448663,0.0001960959,0.000009194025,0.000008698471,0.0007580867,0.00000413876,0.0008923134],"genre_scores_gemma":[0.9977694,0.001193095,0.00008916599,0.00005232478,0.00001172401,0.0000133477,0.0006293776,0.000002558741,0.0002391347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5352632,"threshold_uncertainty_score":0.9349474,"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."}}