{"id":"W2068169278","doi":"10.1177/1352458507076994","title":"Clinical significance of glatiramer acetate antibodies","year":2007,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Teva Pharmaceuticals (Canada)","funders":"","keywords":"Glatiramer acetate; Multiple sclerosis; Antibody; Immunology; Antigen; Remyelination; Medicine; In vitro; Pharmacology; Chemistry; Internal medicine; Biochemistry; Myelin; Central nervous system","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":[],"consensus_categories":[],"category_scores_codex":[0.002556653,0.0001869856,0.0004750117,0.0001651618,0.0003141736,0.00002398238,0.0003338867,0.0002356251,0.0005408303],"category_scores_gemma":[0.0005083367,0.0001501137,0.0003499142,0.0001583277,0.0006197043,0.0001655302,0.00005325427,0.00067783,0.0001732069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605714,"about_ca_system_score_gemma":0.00007496035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003646155,"about_ca_topic_score_gemma":0.0000111657,"domain_scores_codex":[0.9977333,0.0004510316,0.001068351,0.0001952741,0.00007151266,0.0004805191],"domain_scores_gemma":[0.9979228,0.001042692,0.0005340556,0.000268671,0.0001953772,0.00003639028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001631994,0.000209239,0.1259352,0.000006430967,0.0003002716,0.000003848568,0.0003767958,0.000004983137,0.7679181,0.00002367473,0.001036511,0.102553],"study_design_scores_gemma":[0.002847455,0.0003035674,0.6177126,0.0000998733,0.00003080431,0.00008982841,0.0003319389,0.000003164005,0.3536862,0.00002989559,0.02470265,0.0001619621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844303,0.01004702,0.003112354,0.0001031426,0.00176885,0.0001408637,0.00001337601,0.00003115622,0.0003530046],"genre_scores_gemma":[0.9949104,0.002463115,0.001206632,0.0001556787,0.00009084112,0.000001711037,0.000006243708,0.00002187271,0.001143512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4917774,"threshold_uncertainty_score":0.612146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781630640935224,"score_gpt":0.3150464879561985,"score_spread":0.2368834238626761,"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."}}