{"id":"W4399171133","doi":"10.3174/ajnr.a8249","title":"CTP for the Screening of Vasospasm and Delayed Cerebral Ischemia in Aneurysmal SAH: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vasospasm; Meta-analysis; Ischemia; Cerebral vasospasm; Cardiology; Internal medicine; Subarachnoid hemorrhage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01769535,0.002637468,0.01866528,0.007399213,0.0007227964,0.003602706,0.002275991,0.002421638,0.003520883],"category_scores_gemma":[0.0506167,0.001474633,0.03937045,0.007703465,0.0008400573,0.002201519,0.001646981,0.002146309,0.0002928801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003084303,"about_ca_system_score_gemma":0.005043605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007964681,"about_ca_topic_score_gemma":0.01748371,"domain_scores_codex":[0.9884779,0.005671805,0.003129822,0.001027392,0.001343856,0.0003492222],"domain_scores_gemma":[0.9638385,0.02833082,0.004604866,0.0008239222,0.002098002,0.0003038954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001393832,0.00002271287,0.003894891,0.5628957,0.419441,0.0001088532,0.00008801572,0.0003994267,0.0001336959,0.00009868372,0.0005579144,0.01096524],"study_design_scores_gemma":[0.0004586849,0.0001771602,0.003732261,0.05310895,0.9406854,0.0001039752,0.00004441499,0.0002096811,0.00009855523,0.0001619632,0.001194308,0.00002468159],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002842738,0.9957189,0.0003226667,0.0001706165,0.0001066021,0.0003123846,0.0003422271,0.00001714796,0.0001667035],"genre_scores_gemma":[0.1115476,0.8821291,0.002446302,0.0009156393,0.0003072213,0.001713984,0.0006680686,0.000025166,0.0002468041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01866528,"threshold_uncertainty_score":0.09358311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07585976233263193,"score_gpt":0.3606439028175208,"score_spread":0.2847841404848889,"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."}}