{"id":"W2000208031","doi":"10.1111/j.1468-1331.2006.01543.x","title":"EFNS guidelines on the use of neuroimaging in the management of multiple sclerosis","year":2006,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Neuroimaging; Multiple sclerosis; Clinical trial; Clinical Practice; Magnetic resonance imaging; Medical physics; Intensive care medicine; Radiology; Physical therapy; Pathology; Psychiatry","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":[0.02357716,0.001152491,0.0014682,0.003667456,0.001835604,0.002059245,0.005967048,0.01237935,0.003003459],"category_scores_gemma":[0.04135938,0.0006879164,0.002238445,0.003574118,0.002411189,0.001701654,0.002026016,0.007335625,0.002334926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312791,"about_ca_system_score_gemma":0.01560421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02888165,"about_ca_topic_score_gemma":0.05043052,"domain_scores_codex":[0.9706119,0.00882722,0.007003757,0.000583544,0.01171391,0.001259481],"domain_scores_gemma":[0.9333047,0.02043197,0.006087248,0.001897961,0.03546793,0.00281023],"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":[0.0001545512,0.0003278179,0.003444816,0.0016015,0.00006908562,0.00129391,0.001146428,0.001004151,0.001339306,0.008509979,0.7243558,0.2567526],"study_design_scores_gemma":[0.00008415117,0.0001518713,0.009095732,0.006198363,0.0001272249,0.001513246,0.0005148445,0.0006341874,0.0007630924,0.006695927,0.9741435,0.00007793421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01141542,0.1158008,0.04446156,0.6058146,0.04789936,0.002662788,0.004808663,0.001000272,0.1661365],"genre_scores_gemma":[0.06341252,0.1202792,0.3779546,0.3049652,0.02575396,0.00452695,0.0109923,0.0005742756,0.09154107],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02888165,"threshold_uncertainty_score":0.1246895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2991134992957163,"score_gpt":0.3351812701307946,"score_spread":0.03606777083507828,"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."}}