{"id":"W2751433865","doi":"10.1016/j.rbr.2017.07.156","title":"EVIDÊNCIAS DE MUNDO REAL SOBRE BELIMUMABE NO TRATAMENTO DO LÚPUS ERITEMATOSO SISTÊMICO: REVISÃO SISTEMÁTICA","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Reumatologia","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Gynecology; Humanities","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.007851937,0.001995169,0.005227193,0.0006411899,0.002432218,0.003631239,0.004747097,0.002095767,0.00132602],"category_scores_gemma":[0.01651188,0.001848615,0.001588839,0.0006842842,0.001620383,0.0007935745,0.001701852,0.002744196,0.005234603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003674044,"about_ca_system_score_gemma":0.003738489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008091966,"about_ca_topic_score_gemma":0.0001005426,"domain_scores_codex":[0.9836083,0.002748028,0.003948115,0.002810662,0.002601769,0.004283107],"domain_scores_gemma":[0.9816679,0.002149892,0.00308274,0.00941205,0.001357476,0.002329965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385586,0.0008446455,0.8675634,0.05186019,0.001426423,0.004191789,0.002325116,0.000001759241,0.004185817,0.008368353,0.05553214,0.002314843],"study_design_scores_gemma":[0.0322315,0.004864151,0.3513192,0.3051475,0.007149079,0.1645884,0.01485069,0.005408351,0.002237203,0.000298042,0.1016047,0.01030119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052124,0.04219405,0.0003262284,0.001376102,0.001689383,0.006027189,0.0004019754,0.0007377315,0.04203494],"genre_scores_gemma":[0.9567367,0.01961807,0.0009803283,0.0004281568,0.001146967,0.0004886965,0.0001385829,0.0005065244,0.01995596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5162442,"threshold_uncertainty_score":0.9995869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508038145795577,"score_gpt":0.345608996017928,"score_spread":0.3005286145599723,"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."}}