{"id":"W2022434299","doi":"10.1016/j.ncl.2011.07.008","title":"Impaired Consciousness and Herniation Syndromes","year":2011,"lang":"en","type":"review","venue":"Neurologic Clinics","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Neurochemical; Reticular activating system; Consciousness; Medicine; Neuroscience; Reticular connective tissue; Mechanism (biology); Persistent vegetative state; Consciousness Disorders; Level of consciousness; Reticular formation; Pathology; Central nervous system; Anesthesia; Psychology; Internal medicine; Minimally conscious state; Philosophy; Epistemology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004077704,0.0004920029,0.001491465,0.0001482464,0.0001860952,0.00008271997,0.0005153909,0.0005601147,0.0001398531],"category_scores_gemma":[0.001521575,0.0003779796,0.000363724,0.000282109,0.0002781161,0.00009491143,0.00030062,0.0007478589,0.0002872023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002792865,"about_ca_system_score_gemma":0.0001552038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005696358,"about_ca_topic_score_gemma":0.000004021306,"domain_scores_codex":[0.9969794,0.0004771532,0.0008115492,0.001044264,0.0002768311,0.000410835],"domain_scores_gemma":[0.9975936,0.00114592,0.0005460625,0.0005145448,0.00004054366,0.0001593511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001941611,0.00009830463,0.00005148062,0.002888485,0.000009789764,0.000163111,0.00002968542,1.952485e-7,0.000003793809,0.0009391502,0.0002813581,0.9955152],"study_design_scores_gemma":[0.0002088481,0.0006031227,0.00004787862,0.0003433971,0.0003033848,0.0008235647,0.00000111195,0.0000401047,0.000001971187,0.0009190503,0.9963405,0.0003671008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002014269,0.994712,0.000003905523,0.00003675685,0.0009357673,0.0006899167,0.0001016888,0.0002355411,0.001270174],"genre_scores_gemma":[0.00205481,0.9962596,0.00001362356,0.001046966,0.0001481713,0.00005161891,0.00001057286,0.00005949751,0.0003551304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9960591,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565744312232041,"score_gpt":0.3657321864330558,"score_spread":0.2091577552098517,"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."}}