{"id":"W2012591620","doi":"10.1212/01.wnl.0000307664.21566.a5","title":"Starting early","year":2008,"lang":"en","type":"letter","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"White matter; Multiple sclerosis; Pathology; Medicine; Neuroscience; Magnetic resonance imaging; Inflammation; Lesion; Atrophy; Disease; Radiology; Psychology; Internal medicine; Immunology","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":[0.0006403939,0.0007693875,0.0004638596,0.0004669348,0.002073171,0.002124206,0.001247178,0.004751791,0.1853961],"category_scores_gemma":[0.005621188,0.0001807245,0.0004938794,0.000325042,0.0006049668,0.002670556,0.002061346,0.006323011,0.1294012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197271,"about_ca_system_score_gemma":0.001554329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934089,"about_ca_topic_score_gemma":0.00453961,"domain_scores_codex":[0.9994623,0.0001397185,0.00003055015,0.0001135318,0.0001252854,0.0001285585],"domain_scores_gemma":[0.9984583,0.000242402,0.00004967232,0.0001606372,0.0004753638,0.0006137344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001683454,0.0002205127,0.001333592,0.0001759303,0.00001358882,0.003072748,0.000331083,0.00004471885,0.0007004177,0.009947005,0.8477412,0.1362509],"study_design_scores_gemma":[0.00002654207,0.00007138734,0.0005349054,0.0001432634,0.000006441179,0.001912851,0.0002099237,0.00006184715,0.0002350864,0.005299848,0.9914876,0.00001030273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.008574731,0.01045596,0.009873301,0.4147437,0.07620752,0.0005496502,0.001280396,0.002161226,0.4761535],"genre_scores_gemma":[0.03024546,0.005608539,0.005026555,0.2372947,0.0131588,0.0003286853,0.0009016407,0.000415556,0.70702],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1853961,"threshold_uncertainty_score":0.6202117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07405924180872446,"score_gpt":0.3135762693595217,"score_spread":0.2395170275507972,"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."}}