{"id":"W14370703","doi":"10.1007/978-3-319-04981-6_14","title":"Valproic Acid Treatment After Experimental Subarachnoid Hemorrhage","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"NeuN; Medicine; Valproic Acid; Subarachnoid hemorrhage; Vasospasm; H&E stain; Neuroprotection; Anesthesia; Cerebral vasospasm; Pharmacology; Saline; Pentylenetetrazol; Immunohistochemistry; Pathology; Epilepsy; Anticonvulsant","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006964077,0.000475302,0.000456965,0.0001484973,0.0002538425,0.0000679453,0.0001993739,0.00008777833,0.004734088],"category_scores_gemma":[0.00001410575,0.0003800751,0.0003000313,0.0002116965,0.00008640467,0.0001535321,0.00009515444,0.0001762343,0.0006449103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562167,"about_ca_system_score_gemma":0.0000500272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003452183,"about_ca_topic_score_gemma":0.000009177173,"domain_scores_codex":[0.9977577,0.00008243227,0.0004448267,0.0006997831,0.0003819785,0.0006332445],"domain_scores_gemma":[0.9986127,0.0000504049,0.000109504,0.0008494233,0.00005519686,0.0003227805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004214053,0.01498862,0.03254316,0.0002731559,0.0004210116,0.002294539,0.001884707,0.000003308303,0.9068478,0.008949123,0.007880438,0.01970004],"study_design_scores_gemma":[0.01968802,0.01310507,0.04305689,0.00003971792,0.001454522,0.002594477,0.0004924175,0.002358418,0.5799714,0.0006685482,0.3349594,0.001611046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801427,0.0001985509,0.000109148,0.006413213,0.0002783489,0.0011481,0.00007311511,0.0002790383,0.01135778],"genre_scores_gemma":[0.9920861,0.00001893151,0.0009446123,0.001425058,0.000430991,0.0008056792,0.000445526,0.00007262663,0.003770509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.327079,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223352328380847,"score_gpt":0.2555114388780594,"score_spread":0.243277915594251,"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."}}