{"id":"W2724419264","doi":"10.1111/epi.13779","title":"Clinical studies and anti‐inflammatory mechanisms of treatments","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences","keywords":"Epileptogenesis; Clinical trial; Medicine; Intensive care medicine; Mechanism (biology); Inflammatory response; Bioinformatics; Inflammation; Epilepsy; Neuroscience; Immunology; Psychology; Internal medicine; Psychiatry; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003710476,0.000133145,0.0005139927,0.00005105826,0.0001952656,0.00001648182,0.00009505339,0.00007437459,0.00004309455],"category_scores_gemma":[0.0004019244,0.0000908619,0.0001175844,0.0000187721,0.000374634,0.00008098294,0.0001270292,0.0001150366,0.00005052299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002888337,"about_ca_system_score_gemma":0.0000648591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000184337,"about_ca_topic_score_gemma":0.000006094941,"domain_scores_codex":[0.9989245,0.00005359651,0.0003146594,0.0002545291,0.0002354068,0.0002172917],"domain_scores_gemma":[0.9987728,0.0001239146,0.0001704001,0.0006250346,0.0001041189,0.0002037302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183364,0.0002740215,0.9686781,0.0001318425,0.0009794852,0.000317892,0.00008949772,3.729358e-8,0.001084778,0.003099465,0.0006975546,0.024464],"study_design_scores_gemma":[0.003173525,0.001005962,0.987886,0.000187454,0.0002059278,0.00002345781,0.0001034517,0.0000119841,0.004144277,0.002885948,0.0003027042,0.00006928075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941836,0.001378057,0.00003813226,0.001044818,0.0001691381,0.0003813443,0.000008737918,0.00002411346,0.002772079],"genre_scores_gemma":[0.9931531,0.003076567,0.002134025,0.00005136504,0.0000880521,0.00002380701,0.000004898778,0.00001408,0.001454085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439472,"threshold_uncertainty_score":0.3705241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836398266238761,"score_gpt":0.4289603542810062,"score_spread":0.3405963716186186,"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."}}