{"id":"W2172142073","doi":"10.3171/jns/2008/109/8/0199","title":"A comparison of 3 radiographic scales for the prediction of delayed ischemia and prognosis following subarachnoid hemorrhage","year":2008,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Glasgow Coma Scale; Logistic regression; Vasospasm; Glasgow Outcome Scale; Infarction; Retrospective cohort study; Stepwise regression; Cerebral vasospasm; Surgery; Internal medicine; Myocardial infarction","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":[0.0001595933,0.00008910849,0.0003830357,0.0001942736,0.0001170657,0.000004609169,0.00005825491,0.00004392548,0.000002263269],"category_scores_gemma":[0.0001099769,0.00005797405,0.0003627218,0.0002743455,0.0001050342,0.00007645743,0.00000929882,0.0001318693,1.039591e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007861254,"about_ca_system_score_gemma":0.00004120418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003710085,"about_ca_topic_score_gemma":5.295485e-7,"domain_scores_codex":[0.998997,0.00001879596,0.0005806762,0.00008289332,0.0002192068,0.0001014735],"domain_scores_gemma":[0.9988165,0.0003893754,0.0004507137,0.0001131784,0.0001755791,0.00005469054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005736893,0.0005215493,0.8231117,0.0001176636,0.0001376826,0.00005005789,0.0001744707,0.00001135957,0.1721152,0.00001690113,0.0007614073,0.002408384],"study_design_scores_gemma":[0.002234777,0.001941953,0.8873694,0.0001051777,0.001489257,0.003071976,0.0001683195,0.004784716,0.09842958,0.0000767008,0.0002288388,0.00009932247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967922,0.001381337,0.0006161475,0.0007392294,0.0001675363,0.0002603355,0.00001340802,0.000008265647,0.00002151924],"genre_scores_gemma":[0.9989641,0.0001412496,0.0006979283,0.0000442693,0.0001038362,0.00001318936,0.000003781362,0.00001099775,0.00002069864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07368559,"threshold_uncertainty_score":0.2364113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390185764969268,"score_gpt":0.2845482335225021,"score_spread":0.2455296570255753,"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."}}