{"id":"W3114727886","doi":"10.25761/anaisihmt.103","title":"Rede Brasileira de Pesquisa em Tuberculose - REDE TB","year":2018,"lang":"pt","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multidisciplinary approach; Political science; Civil society; Tuberculosis; Business; Economic growth; Public relations; Medicine; Politics","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","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01080376,0.0005324988,0.0006538423,0.006605077,0.003530914,0.0001845923,0.001616997,0.005368615,0.0002556945],"category_scores_gemma":[0.008519641,0.0004694481,0.0001319624,0.009200506,0.01198723,0.0005469322,0.0008993104,0.005801351,0.000150991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008901282,"about_ca_system_score_gemma":0.005196959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139604,"about_ca_topic_score_gemma":0.00006185646,"domain_scores_codex":[0.9919723,0.0001506502,0.0008909816,0.001902372,0.002188513,0.002895144],"domain_scores_gemma":[0.994949,0.000569588,0.0002864649,0.0008284703,0.002834875,0.0005316251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001461655,0.002546694,0.03593301,0.0008389464,0.001003549,0.0003687011,0.003265621,6.581251e-7,0.2024474,0.3109353,0.3263971,0.1148014],"study_design_scores_gemma":[0.0178734,0.04755589,0.04800486,0.00460947,0.0009526612,0.007434833,0.02498371,0.02797572,0.3502876,0.1823646,0.282027,0.005930371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766726,0.02257199,0.001220551,0.04358403,0.002349999,0.00611561,0.0007709038,0.001373389,0.04534091],"genre_scores_gemma":[0.9697564,0.003771357,0.001535171,0.0003266649,0.0005894067,0.0004037599,0.0001575442,0.00006805512,0.02339165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478402,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104719535419687,"score_gpt":0.3904720277629094,"score_spread":0.3294248324087125,"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."}}