{"id":"W2009740335","doi":"10.1038/ncpneuro0098","title":"Should neutralizing antibodies be monitored during interferon-β treatment for multiple sclerosis?","year":2006,"lang":"en","type":"article","venue":"Nature Clinical Practice Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Multiple sclerosis; Antibody; Interferon; Neutralizing antibody; Virology; 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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008849842,0.0004155338,0.0009885682,0.0001840811,0.0003577246,0.00005853167,0.0002306051,0.0009904697,0.0000176851],"category_scores_gemma":[0.02016762,0.0003273777,0.000516922,0.0002021472,0.0004368113,0.0003122116,0.0002080675,0.002233387,0.00002120845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100238,"about_ca_system_score_gemma":0.00009873186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002335,"about_ca_topic_score_gemma":0.00017403,"domain_scores_codex":[0.9960523,0.0005660948,0.00105472,0.001024839,0.0004512735,0.0008508351],"domain_scores_gemma":[0.9844549,0.01374092,0.000385704,0.0006413056,0.0005340947,0.0002430473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06596486,0.009039667,0.7689146,0.000477899,0.001763535,0.0006988075,0.000279054,0.0001645587,0.08296872,0.0004261752,0.04813432,0.02116783],"study_design_scores_gemma":[0.01161136,0.005775835,0.8433278,0.00005969784,0.0004226448,0.0001034631,0.00009877647,0.0006046551,0.005806109,0.0000378779,0.1318666,0.0002851419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925148,0.002195532,0.00005264225,0.0678967,0.001579622,0.001738271,0.00005753291,0.0002280601,0.001103683],"genre_scores_gemma":[0.9840996,0.002810819,0.003821025,0.00602479,0.002623748,0.000210941,0.00005510079,0.00007831364,0.0002756892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08373231,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327354792309315,"score_gpt":0.4715926770931411,"score_spread":0.2388571978622097,"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."}}