{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012574,0.00018529,0.001323785,0.0001174245,0.0001437367,0.00005577878,0.000330957,0.0002879483,0.0001367686],"category_scores_gemma":[0.02033059,0.0001006932,0.0005829886,0.0001621707,0.0009853274,0.00009513057,0.0001623766,0.001475371,0.00000837563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542199,"about_ca_system_score_gemma":0.0002820872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000243284,"about_ca_topic_score_gemma":0.000138147,"domain_scores_codex":[0.9932044,0.002468492,0.002979484,0.000272145,0.0006689279,0.0004065626],"domain_scores_gemma":[0.9755133,0.02227007,0.0009231531,0.0004434687,0.0003885876,0.0004614208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06966147,0.0006723402,0.3838966,0.00003049529,0.0004446225,0.00006267006,0.00003818158,0.000001268823,0.00001210571,0.0006243673,0.005492917,0.5390629],"study_design_scores_gemma":[0.04458954,0.005442552,0.8682595,0.00007247121,0.0001346975,0.00002051206,0.0002437116,0.0001678509,0.000003120828,0.001663243,0.07930249,0.0001003174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654037,0.0016273,0.00007642397,0.02922693,0.001044131,0.0003925729,0.00000161632,0.00001117576,0.002216171],"genre_scores_gemma":[0.9827719,0.01193337,0.0002963429,0.0023325,0.00222765,0.000008937446,3.195288e-7,0.00002314294,0.0004058547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5389626,"threshold_uncertainty_score":0.9879216,"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."}}