{"id":"W2063151131","doi":"10.2217/fnl.11.41","title":"Acute Demyelination In Children: Predicting Pediatric Multiple Sclerosis Manifestation","year":2011,"lang":"en","type":"article","venue":"Future Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Clinically isolated syndrome; Prospective cohort study; Cohort; Pediatrics; Cohort study; Internal medicine; Immunology","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":[0.0006386857,0.0004983561,0.000350475,0.0008982072,0.000316711,0.0005786617,0.000332892,0.0005127613,0.001482983],"category_scores_gemma":[0.003507971,0.0002443246,0.0004014359,0.0008832273,0.0002559591,0.000507201,0.0003968541,0.0006721437,0.000273175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986856,"about_ca_system_score_gemma":0.0006500643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219176,"about_ca_topic_score_gemma":0.01199527,"domain_scores_codex":[0.9996724,0.00008536268,0.00004746724,0.00005165539,0.00007457916,0.00006849116],"domain_scores_gemma":[0.9986951,0.0002697039,0.0005861018,0.00003882861,0.000165818,0.0002445141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002464005,0.000005907715,0.9990201,0.000004323389,0.000004933332,0.0001319101,0.0000199427,0.00004268644,0.00005835963,0.000006759974,0.00006244895,0.0006181733],"study_design_scores_gemma":[0.000006339181,0.00008479708,0.9966492,0.00002548222,0.00003042987,0.001948873,0.0002549937,0.0005684769,0.000194338,0.00003305128,0.0001997352,0.00000428578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984897,0.0003677796,0.0001368744,0.0001085153,0.000008362905,0.00001120049,0.0002469511,0.000007836954,0.0006227121],"genre_scores_gemma":[0.9990088,0.0003195754,0.0003276101,0.00001547514,0.000007589781,0.000006748979,0.0002451838,0.000002169987,0.00006678025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219176,"threshold_uncertainty_score":0.02424157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04434501749565135,"score_gpt":0.2663608812682828,"score_spread":0.2220158637726314,"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."}}