{"id":"W4210841433","doi":"10.3410/f.10796957.11701055","title":"Faculty Opinions recommendation of Brain infiltration of leukocytes contributes to the pathophysiology of temporal lobe epilepsy.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Regione Autonoma della Sardegna; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Epileptogenesis; Kainate receptor; Microglia; Dentate gyrus; Neuroscience; Neurodegeneration; Epilepsy; Kainic acid; Neuroprotection; Biology; Innate immune system; Inflammation; Immune system; Pathology; Immunology; Medicine; Hippocampus; Glutamate receptor; Internal medicine; AMPA receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003260399,0.0009074312,0.0008300941,0.001634288,0.001581739,0.005517271,0.001408508,0.005258824,0.3690682],"category_scores_gemma":[0.0106771,0.0005265659,0.0009361539,0.002023428,0.001043627,0.002029872,0.001996535,0.003871121,0.263445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202825,"about_ca_system_score_gemma":0.007067994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054976,"about_ca_topic_score_gemma":0.01447408,"domain_scores_codex":[0.9972549,0.0002308009,0.0002273523,0.0003169704,0.001625189,0.0003448519],"domain_scores_gemma":[0.9846119,0.000649604,0.0008847699,0.0005844354,0.009112815,0.004156352],"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":[0.00004003992,0.00002902233,0.0003354406,0.0003175723,0.00001049187,0.00006341367,0.00003019998,0.0000328718,0.0006084915,0.0007351795,0.9360502,0.06174699],"study_design_scores_gemma":[0.00001194838,0.00001586381,0.0006169645,0.0002409153,0.000007407829,0.00004627161,0.00005631735,0.00004048237,0.0001397727,0.0006342591,0.9981821,0.000007801249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001333627,0.01818711,0.002712233,0.2914213,0.3088281,0.0005702696,0.007033158,0.0009254536,0.3689888],"genre_scores_gemma":[0.008885952,0.03186363,0.002879906,0.04899739,0.1103832,0.0002432691,0.004627423,0.000655549,0.7914637],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3690682,"threshold_uncertainty_score":0.8999476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870819929146368,"score_gpt":0.3391556933294423,"score_spread":0.2904474940379786,"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."}}