{"id":"W2155214427","doi":"10.1016/j.wneu.2010.05.046","title":"Optimizing Subarachnoid Fibrinolytic Therapy for Aneurysmal Subarachnoid Hemorrhage","year":2010,"lang":"ceb","type":"letter","venue":"World Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Physicians' Services Incorporated Foundation; Brain Aneurysm Foundation","keywords":"Medicine; Shunt (medical); Hydrocephalus; Subarachnoid hemorrhage; Surgery; Cerebrospinal fluid; External ventricular drain; Internal medicine","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001077849,0.002999992,0.002869566,0.002440566,0.001964628,0.001745649,0.002992316,0.002504711,0.001344933],"category_scores_gemma":[0.001124008,0.003166828,0.002458662,0.002570387,0.001230958,0.0009704857,0.0007495015,0.01155691,0.0008953351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362506,"about_ca_system_score_gemma":0.0006387299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000553069,"about_ca_topic_score_gemma":0.00004532526,"domain_scores_codex":[0.9849846,0.000599533,0.002729915,0.005155261,0.002053201,0.004477492],"domain_scores_gemma":[0.9902331,0.003621107,0.001629448,0.00341588,0.0002874259,0.0008130163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001800213,0.0009144237,0.002030468,0.004017889,0.00002809408,0.009066024,0.0002152761,0.0001517579,0.8881714,0.0002356391,0.08071224,0.01265658],"study_design_scores_gemma":[0.003837818,0.001164007,0.001432299,0.0001168037,0.0005279572,0.003067473,0.00001148793,0.01182352,0.4520004,0.0001807898,0.5201263,0.005711148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954432,0.003334144,0.0003584032,0.1445854,0.03983735,0.007731454,0.001957469,0.002097212,0.00465535],"genre_scores_gemma":[0.6996651,0.0001644344,0.0005640018,0.2494526,0.01019983,0.0004990243,0.000305748,0.0009646432,0.03818465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439414,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033937703495393,"score_gpt":0.2600651787504941,"score_spread":0.2297258017155401,"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."}}