{"id":"W4392295452","doi":"10.47820/recima21.v5i2.4950","title":"ESCLEROSE MÚLTIPLA - ABORDAGENS DIAGNÓSTICAS E TERAPÊUTICAS: UMA REVISÃO BIBLIOGRÁFICA","year":2024,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); Alberta University of the Arts","funders":"","keywords":"Medicine","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005956409,0.003501765,0.004709742,0.007365653,0.002781194,0.004132204,0.002823939,0.001437311,0.007535895],"category_scores_gemma":[0.008402171,0.003042482,0.002896726,0.01793633,0.002766253,0.00140834,0.003939293,0.004835912,0.01348606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063528,"about_ca_system_score_gemma":0.001449127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009870256,"about_ca_topic_score_gemma":0.00006111275,"domain_scores_codex":[0.9754629,0.001867324,0.00489565,0.006423206,0.005516636,0.005834297],"domain_scores_gemma":[0.982673,0.005258616,0.0009173098,0.005661684,0.00176434,0.003725003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003426451,0.009447837,0.02199593,0.03334003,0.008008144,0.009080778,0.02547233,0.0001117485,0.1061637,0.004933701,0.5953574,0.182662],"study_design_scores_gemma":[0.008071077,0.003130876,0.1017322,0.03631831,0.004104438,0.000438012,0.006133818,0.05025074,0.002438755,0.0000670665,0.7820427,0.005272003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5082159,0.3720255,0.005176616,0.03317153,0.01551359,0.0255708,0.01176799,0.005807293,0.02275075],"genre_scores_gemma":[0.8606375,0.1020038,0.003424626,0.0004228569,0.005330846,0.001037734,0.001010059,0.001089086,0.02504346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524216,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06209562536817352,"score_gpt":0.3736182438506661,"score_spread":0.3115226184824926,"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."}}