{"id":"W4311791639","doi":"10.3390/ctn6040027","title":"Saudi Consensus Recommendations on the Management of Multiple Sclerosis: Disease-Modifying Therapies and Management of Relapses","year":2022,"lang":"en","type":"article","venue":"Clinical and Translational Neuroscience","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Multiple sclerosis; Clinically isolated syndrome; Intensive care medicine; Disease management; Disease; MEDLINE; Internal medicine; 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":[0.02238629,0.001542364,0.002310961,0.007217089,0.001804458,0.002984867,0.006169001,0.008723825,0.00717887],"category_scores_gemma":[0.05636271,0.0008735529,0.005567578,0.00522453,0.00151839,0.002713736,0.002926786,0.007794124,0.004922214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006756496,"about_ca_system_score_gemma":0.02843859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344831,"about_ca_topic_score_gemma":0.03162849,"domain_scores_codex":[0.9818183,0.006731364,0.005850308,0.0005677596,0.004217728,0.0008146162],"domain_scores_gemma":[0.9470909,0.01356716,0.006169841,0.0007119294,0.02995363,0.002506627],"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":[0.000213782,0.0002450588,0.001894666,0.03105714,0.0004675197,0.0007472835,0.001386598,0.0008655786,0.0006259748,0.007585197,0.5908431,0.3640681],"study_design_scores_gemma":[0.0002686075,0.0001004687,0.003158874,0.1042009,0.00105977,0.0005926377,0.0009191466,0.0003392055,0.0003756169,0.006433083,0.8824482,0.0001035555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002240875,0.4500778,0.01148222,0.4527271,0.02569821,0.002922858,0.00527142,0.0004022302,0.04917724],"genre_scores_gemma":[0.02679094,0.6465242,0.132498,0.1492518,0.007733645,0.005636879,0.00932926,0.0001935861,0.02204173],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02344831,"threshold_uncertainty_score":0.1183915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2757990338209715,"score_gpt":0.3945003770159101,"score_spread":0.1187013431949386,"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."}}