{"id":"W3195795521","doi":"10.1177/13524585211014459","title":"Do isolated cognitive relapses exist? – No","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Multiple sclerosis; Cognition; Medicine; Immunology; Psychiatry","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007541645,0.0004074238,0.000773397,0.000276913,0.0008185171,0.000342394,0.0002184026,0.0002107026,0.002152139],"category_scores_gemma":[0.009287199,0.0003452215,0.0005022168,0.0007003883,0.0003000631,0.0003470959,0.0003069013,0.001407201,0.001017932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785496,"about_ca_system_score_gemma":0.0004483991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002588807,"about_ca_topic_score_gemma":0.00002955631,"domain_scores_codex":[0.9960157,0.0003568784,0.0007898852,0.0006296526,0.001232542,0.0009753593],"domain_scores_gemma":[0.9946893,0.00081363,0.0002581985,0.0004570704,0.00298539,0.0007963547],"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":[0.003588359,0.002447716,0.2989995,0.0002894519,0.002557239,0.001830555,0.002253744,0.00004148875,0.5180449,0.00004022853,0.05821577,0.111691],"study_design_scores_gemma":[0.02074029,0.001162232,0.9098902,0.004226593,0.0004239039,0.001906587,0.00324117,0.002080608,0.03416155,0.00008813327,0.02119015,0.0008885852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683712,0.006016831,0.0009222546,0.002807919,0.001440765,0.0007299435,0.0001257342,0.0002301191,0.01935523],"genre_scores_gemma":[0.9831353,0.008682576,0.00359708,0.0007701539,0.001106516,0.00004362634,0.00004889418,0.00008449507,0.00253138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6108907,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219420158392931,"score_gpt":0.3292829252593618,"score_spread":0.2073409094200687,"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."}}