{"id":"W2101576747","doi":"10.1002/jca.21339","title":"The top clinical trial opportunities in therapeutic apheresis and neurology","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Apheresis","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Apheresis; Intensive care medicine; Neuromyelitis optica; Neurology; Plasmapheresis; Myasthenia gravis; Multiple sclerosis; Autoimmune encephalitis; Acute disseminated encephalomyelitis; Clinical trial; Neurointensive care; Encephalitis; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2002158,0.001662393,0.003173583,0.001839849,0.002467116,0.01406439,0.002392519,0.01038526,0.01268624],"category_scores_gemma":[0.1369452,0.0008755528,0.002435525,0.002177694,0.003702502,0.0105405,0.004900257,0.0133085,0.002393512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006603402,"about_ca_system_score_gemma":0.02147493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006034333,"about_ca_topic_score_gemma":0.001340914,"domain_scores_codex":[0.8776464,0.09578332,0.007738404,0.002961473,0.01328564,0.002584796],"domain_scores_gemma":[0.7726606,0.1565987,0.01685554,0.008153359,0.02801567,0.0177161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01341283,0.001280823,0.004255815,0.01349716,0.001270262,0.0003827891,0.0004267451,0.001500853,0.003021184,0.1094409,0.2821468,0.5693638],"study_design_scores_gemma":[0.01678719,0.007390953,0.007396143,0.02995461,0.002063378,0.0005803381,0.0006199796,0.003192292,0.003912323,0.1305111,0.7973866,0.0002051091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00525284,0.3101906,0.008649627,0.6015598,0.03874175,0.002478002,0.000940201,0.0001811025,0.03200606],"genre_scores_gemma":[0.1645415,0.2157825,0.06783719,0.4009087,0.120369,0.01178383,0.001744651,0.0003269114,0.01670561],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2002158,"threshold_uncertainty_score":0.9862764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3815280460432796,"score_gpt":0.4981101199772334,"score_spread":0.1165820739339538,"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."}}