{"id":"W4416994837","doi":"10.22563/2525-7323.2024.v9.s1.p.36","title":"Monitoramento do Horizonte Tecnológico: Ozanimode para o tratamento da esclerose múltipla","year":2024,"lang":"pt","type":"article","venue":"Jornal de Assistência Farmacêutica e Farmacoeconomia","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Expediting; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003584816,0.002215569,0.00269365,0.00139755,0.001110454,0.003412064,0.001718771,0.001088454,0.004032718],"category_scores_gemma":[0.0006830234,0.002149233,0.001730828,0.001358353,0.001087264,0.001168841,0.001180614,0.004769979,0.006320593],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006304119,"about_ca_system_score_gemma":0.002836256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000977379,"about_ca_topic_score_gemma":0.0001285004,"domain_scores_codex":[0.9862645,0.001091953,0.003123051,0.003106927,0.001977769,0.004435852],"domain_scores_gemma":[0.9921432,0.001761001,0.0005782926,0.001821236,0.0004708201,0.003225448],"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":[0.005166965,0.003212576,0.05475789,0.005830996,0.01571954,0.003923888,0.00590965,0.0005090911,0.2305933,0.003023922,0.3874075,0.2839446],"study_design_scores_gemma":[0.009999631,0.001808543,0.1271324,0.004175385,0.004019695,0.000320648,0.003413736,0.1029854,0.01051387,0.0001669779,0.7321071,0.003356633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821337,0.0952996,0.003840566,0.02803346,0.01323614,0.00745505,0.004089525,0.002427061,0.02428162],"genre_scores_gemma":[0.9646165,0.01486504,0.001025345,0.001914529,0.005446629,0.0009093682,0.000147424,0.0005053883,0.01056974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446996,"threshold_uncertainty_score":0.9990584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675664300164645,"score_gpt":0.3745603398701804,"score_spread":0.3069939098537159,"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."}}