{"id":"W2055514366","doi":"10.1016/s1474-4422(11)70250-2","title":"MRI parameters for prediction of multiple sclerosis diagnosis in children with acute CNS demyelination: a prospective national cohort study","year":2011,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; McGill University; McMaster University; McMaster Children's Hospital; University of British Columbia; Hospital for Sick Children; Montreal Neurological Institute and Hospital; University of Toronto; SickKids Foundation","funders":"Multiple Sclerosis Scientific Research Foundation","keywords":"Multiple sclerosis; Medicine; Prospective cohort study; Cohort; Magnetic resonance imaging; Cohort study; Pediatrics; Pathology; Radiology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001390073,0.0008775783,0.0008084055,0.0009049273,0.0008040058,0.001157627,0.001016153,0.001358135,0.001086815],"category_scores_gemma":[0.004250129,0.001006598,0.001339201,0.001586173,0.0006043285,0.001262878,0.0008500236,0.002122653,0.0002950055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006242147,"about_ca_system_score_gemma":0.0007455716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652483,"about_ca_topic_score_gemma":0.01301794,"domain_scores_codex":[0.9989597,0.0003047938,0.0001119343,0.0003038485,0.000146672,0.000172975],"domain_scores_gemma":[0.996496,0.0007518306,0.00134584,0.0005642056,0.0003606629,0.0004814621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002269562,0.00004978286,0.9988402,0.000004874923,0.0001420748,0.00009379726,0.0000658335,0.00003376247,0.0001878884,0.0000101847,0.00006440416,0.0002803192],"study_design_scores_gemma":[0.00001735808,0.00009640037,0.9991432,0.000005422482,0.000087787,0.0002424922,0.0001542826,0.0001236738,0.00004777993,0.00001306984,0.00006249842,0.000006010205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992323,0.0001943375,0.00004730389,0.0000437308,0.000009521848,0.00000409357,0.0003373156,0.000002998755,0.0001283927],"genre_scores_gemma":[0.9992177,0.0001470355,0.00009844881,0.00001960861,0.000011508,0.000008950971,0.0003819928,0.000004257471,0.0001103823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652483,"threshold_uncertainty_score":0.0328573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075365815475751,"score_gpt":0.3100234219994051,"score_spread":0.20248684045183,"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."}}