{"id":"W4385983077","doi":"10.3389/fneur.2023.1217719","title":"A network meta-analysis of therapeutic and prophylactic management of vasospasm on aneurysmal subarachnoid hemorrhage outcomes","year":2023,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Subarachnoid hemorrhage; Meta-analysis; Medicine; Vasospasm; Aneurysm; Intensive care medicine; Anesthesia; Internal medicine; Surgery","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":[0.02482228,0.003697324,0.01433347,0.007195035,0.0007290436,0.003299385,0.002545945,0.002462425,0.003424554],"category_scores_gemma":[0.0477671,0.001545895,0.04953754,0.006542838,0.0007262934,0.001746459,0.002182661,0.002233789,0.0003221713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108697,"about_ca_system_score_gemma":0.002194413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007119086,"about_ca_topic_score_gemma":0.008348168,"domain_scores_codex":[0.9751143,0.01806151,0.002677331,0.002317328,0.00131537,0.0005141385],"domain_scores_gemma":[0.9541677,0.03710319,0.004465194,0.002106563,0.001595904,0.0005615483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003742643,0.00002323382,0.0106411,0.02222693,0.9583711,0.0001001344,0.00002833739,0.001597825,0.0001407089,0.0001051991,0.0003503349,0.002672428],"study_design_scores_gemma":[0.000704634,0.0001598894,0.004836629,0.001146751,0.9914239,0.00004755778,0.0000122652,0.0009693491,0.00006631514,0.0002232357,0.0003948878,0.00001458893],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06694318,0.9212589,0.005221793,0.001147728,0.0006932132,0.0005588873,0.002942187,0.000182638,0.001051419],"genre_scores_gemma":[0.8357834,0.1516035,0.006641513,0.0008758875,0.0005792576,0.001561257,0.002275703,0.0001012501,0.0005782606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02482228,"threshold_uncertainty_score":0.1312743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09704037670309376,"score_gpt":0.3307339926467674,"score_spread":0.2336936159436736,"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."}}