{"id":"W1904915449","doi":"10.1002/ana.24190","title":"Immunoglobulin <scp>M</scp> oligoclonal bands: Biomarker of targetable inflammation in primary progressive multiple sclerosis","year":2014,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; Biomarker; Antibody; Inflammation; Immunology; Medicine; Immunoglobulin G; Biology; Genetics","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":[0.001205992,0.0005728839,0.0006027001,0.001136003,0.000239267,0.0005062121,0.0003096652,0.0005494535,0.0007815668],"category_scores_gemma":[0.003500668,0.0001277757,0.0001905426,0.0007611137,0.0004425921,0.0003841813,0.0002904412,0.0004382513,0.0001811341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357604,"about_ca_system_score_gemma":0.0003219822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004707383,"about_ca_topic_score_gemma":0.0004870222,"domain_scores_codex":[0.9995598,0.0001200167,0.00007053543,0.00008649527,0.0001221678,0.00004097649],"domain_scores_gemma":[0.9978491,0.0004230026,0.001199709,0.00006635731,0.0002314764,0.0002302626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00388922,0.0004960919,0.9344501,0.0002446036,0.0002224365,0.000496636,0.0001273951,0.0002547434,0.04143479,0.00004265529,0.0003303412,0.01801096],"study_design_scores_gemma":[0.0001322633,0.003039645,0.9862317,0.00003824883,0.0001475726,0.002404174,0.00008642413,0.0004845022,0.00697648,0.00007429891,0.0003760554,0.000008600239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981734,0.0009673773,0.0002213655,0.0000555744,0.000008776994,0.00002852645,0.0001307391,0.00001701233,0.0003972165],"genre_scores_gemma":[0.9990624,0.000140342,0.0005080047,0.00003834155,0.00002519356,0.00001915696,0.0001120152,0.000002160927,0.0000924609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205992,"threshold_uncertainty_score":0.006377995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08704253210938301,"score_gpt":0.3152348409934178,"score_spread":0.2281923088840348,"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."}}