{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8dd782c58eec","filters":{"venue":"Multiple Sclerosis and Demyelinating Disorders"}},"results":[{"id":"W2617486356","doi":"10.1186/s40893-017-0026-2","title":"Baseline characteristics associated with NEDA-3 status in fingolimod-treated patients with relapsing-remitting multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis and Demyelinating Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministère de la Santé et des Services sociaux","keywords":"Fingolimod; Medicine; Multiple sclerosis; Natalizumab; Expanded Disability Status Scale; Hazard ratio; Internal medicine; Magnetic resonance imaging; Proportional hazards model; Relapsing remitting; Disease; Confidence interval; Radiology","authors":[{"name":"Manuela Giuliani","is_ca":false},{"name":"Alessandra Logoteta","is_ca":false},{"name":"Luca Prosperini","is_ca":false},{"name":"Maria Neve Hirsch","is_ca":false},{"name":"Carlo Pozzilli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04654221766056195,"gpt":0.2630757788459848,"spread":0.2165335611854229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126229,0.0001729785,0.0004867302,0.0005323138,0.0003506787,0.0004927067,0.0002799757,0.0006369328,0.0009914284],"category_scores_gemma":[0.00307474,0.0002019913,0.000394447,0.0007801616,0.0003045663,0.0004521809,0.0002872775,0.0008205418,0.0002429698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249052,"about_ca_system_score_gemma":0.0002794389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539404,"about_ca_topic_score_gemma":0.001341858,"domain_scores_codex":[0.9995418,0.000139779,0.00006905817,0.0001008092,0.00007259977,0.00007600102],"domain_scores_gemma":[0.997288,0.0009423708,0.001093567,0.0001538634,0.0001099522,0.0004122907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006173639,0.0000598191,0.9982206,0.00000678637,0.00004078694,0.0001167797,0.00003617343,0.00005791478,0.0001943601,0.00000776238,0.00003358769,0.0006080836],"study_design_scores_gemma":[0.00002160999,0.0002371328,0.9991329,0.000003221115,0.00001667688,0.000226953,0.00005676525,0.0001796094,0.00003028895,0.00001973018,0.0000708498,0.000004115663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994832,0.000169428,0.00003341355,0.00001895177,0.000002822204,0.00000484849,0.0001493448,0.00000117024,0.0001366228],"genre_scores_gemma":[0.9995585,0.00005176149,0.00003303113,0.00001669722,0.000006478654,0.000007805706,0.0002557647,8.457703e-7,0.00006912338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539404,"threshold_uncertainty_score":0.003768742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469682076","doi":"10.1186/s40893-016-0014-y","title":"Longitudinal change in Paced Auditory Serial Addition Test (PASAT) performance following immunoablative therapy and haematopoietic stem cell transplant in multiple sclerosis","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis and Demyelinating Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Montreal Neurological Institute and Hospital; University of Ottawa","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Multiple sclerosis; Stem cell; Medicine; Paced Auditory Serial Addition Test; Test (biology); Audiology; Physical medicine and rehabilitation; Psychology; Cognition; Biology; Psychiatry; Cognitive impairment","authors":[{"name":"Lisa A.S. Walker","is_ca":true},{"name":"Jason A. Berard","is_ca":true},{"name":"Marjorie A. Bowman","is_ca":true},{"name":"Harold Atkins","is_ca":true},{"name":"Hyunwoo Lee","is_ca":true},{"name":"Douglas L. Arnold","is_ca":true},{"name":"Mark S. Freedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09101395282567182,"gpt":0.2671003416977985,"spread":0.1760863888721267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139698,0.0003395718,0.0004491703,0.0005516806,0.000422638,0.0004687685,0.0003289124,0.0005589627,0.0007927559],"category_scores_gemma":[0.002895082,0.0001816743,0.0003398163,0.0005168794,0.0002472909,0.0003884814,0.0002973395,0.0009993007,0.0004405259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684897,"about_ca_system_score_gemma":0.0003757743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575996,"about_ca_topic_score_gemma":0.00409482,"domain_scores_codex":[0.9996038,0.00008283702,0.0000418137,0.0000608145,0.0001322047,0.00007852753],"domain_scores_gemma":[0.9978752,0.0002495557,0.0008848878,0.0001034588,0.0003507218,0.0005361601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003750751,0.001455115,0.9737856,0.00003878518,0.000157877,0.0008158318,0.0004351824,0.0002427045,0.004960507,0.00002055927,0.0002651971,0.0140717],"study_design_scores_gemma":[0.00001836711,0.002212116,0.9964867,0.000005070783,0.00003758146,0.0003890139,0.00003892366,0.0001367377,0.0004957875,0.00001580601,0.0001581053,0.00000577228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991061,0.0002627603,0.00006285042,0.00002562649,0.000005774795,0.00001732329,0.0001102768,0.000008277536,0.000400986],"genre_scores_gemma":[0.9989873,0.0001061951,0.00006586737,0.00002385281,0.000006775978,0.00001252583,0.0003451666,0.000002170463,0.0004503054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003575996,"threshold_uncertainty_score":0.007110417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}