{"id":"W2608729828","doi":"10.1002/ana.24938","title":"Prognostic indicators in pediatric clinically isolated syndrome","year":2017,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"Biogen Idec; Biogen; Sanofi; Ministero dell’Istruzione, dell’Università e della Ricerca; Novartis; Novartis Pharma; Genzyme; Bayer","keywords":"Medicine; Intensive care medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006170968,0.000517008,0.0004494722,0.0007966051,0.0002487878,0.000392825,0.0002879257,0.0003768828,0.001289296],"category_scores_gemma":[0.003583369,0.0001301412,0.0004167441,0.001092504,0.0002363527,0.000347359,0.0003756761,0.0005884094,0.000201021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775455,"about_ca_system_score_gemma":0.0005164724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350641,"about_ca_topic_score_gemma":0.001271506,"domain_scores_codex":[0.9996061,0.0001155238,0.0000372126,0.00008244975,0.0000915425,0.00006728564],"domain_scores_gemma":[0.9971098,0.0005627837,0.001643731,0.00007200634,0.0002334857,0.0003781241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238043,0.000007743636,0.9975364,0.0000102982,0.0000185535,0.0001319604,0.00001436387,0.0001070704,0.00007614055,0.00001276754,0.00008256343,0.001878348],"study_design_scores_gemma":[0.00001177777,0.0001827972,0.9965733,0.00001905781,0.00004955963,0.001743028,0.00005328247,0.0009646331,0.0001218634,0.00006079219,0.0002152896,0.000004564657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978643,0.001095091,0.0002728497,0.00007820674,0.00000901934,0.000007605215,0.0003406038,0.00001417482,0.0003182558],"genre_scores_gemma":[0.9989896,0.0002251195,0.00023235,0.00001014325,0.00001594152,0.000005969657,0.0004790309,0.000002320101,0.00003942801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001350641,"threshold_uncertainty_score":0.004313171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329566961138282,"score_gpt":0.4210037971837709,"score_spread":0.2880471010699427,"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."}}