{"id":"W1986234704","doi":"10.1111/epi.12713","title":"Blood–brain barrier dysfunction can contribute to pharmacoresistance of seizures","year":2014,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Deutsche Forschungsgemeinschaft","keywords":"Albumin; Phenytoin; Carbamazepine; Pharmacology; Phenobarbital; Status epilepticus; Anticonvulsant; Blood–brain barrier; Serum albumin; Chemistry; Epilepsy; Medicine; Anesthesia; Internal medicine; Central nervous system","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":[0.0003614704,0.0001524215,0.0003441647,0.0001238609,0.0000694936,0.00001131284,0.00008782441,0.00005799231,0.0004959397],"category_scores_gemma":[0.0005753571,0.0001231558,0.0001048282,0.0002254911,0.00006403392,0.00003655803,0.00003359656,0.0001481503,0.00009570033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006034195,"about_ca_system_score_gemma":0.00009667771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137614,"about_ca_topic_score_gemma":0.0000768901,"domain_scores_codex":[0.9985887,0.0001033648,0.0002585531,0.0002797199,0.0003966026,0.0003730311],"domain_scores_gemma":[0.9987399,0.0001990774,0.00006562441,0.0003509544,0.0001764968,0.0004679577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003685061,0.001089989,0.4839485,0.0004225142,0.001066036,0.000375253,0.0006191279,0.00004608304,0.2468067,0.006611788,0.2329586,0.02237036],"study_design_scores_gemma":[0.01330722,0.004244435,0.486322,0.0003480338,0.0004930599,0.0000724178,0.00008646352,0.0004187108,0.2739773,0.000743638,0.2195895,0.0003972235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813132,0.0003476985,0.001468294,0.009150945,0.0001981292,0.0007391689,0.0001205748,0.00007772659,0.006584274],"genre_scores_gemma":[0.9919592,0.00003890698,0.0006455948,0.001709757,0.0002434735,0.00007326395,0.00005979143,0.0000225751,0.005247409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02717058,"threshold_uncertainty_score":0.5430192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155464868652911,"score_gpt":0.2902584324298768,"score_spread":0.2787037837433477,"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."}}