{"id":"W4312737283","doi":"10.4103/bc.bc_43_22","title":"Effectiveness of pharmacologic interventions for prevention of cerebral hyperperfusion syndrome following bypass surgery","year":2022,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"National and Kapodistrian University of Athens","keywords":"Medicine; Sedation; Confidence interval; Incidence (geometry); Meta-analysis; Cochrane Library; Psychological intervention; Blood pressure; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326323,0.00008769113,0.0003423707,0.0002530676,0.00008365474,0.000002657235,0.00006056927,0.00003571936,0.0001686283],"category_scores_gemma":[0.0002603749,0.00009542155,0.0006047032,0.0002813718,0.0000190808,0.00007523714,0.0000900192,0.00007293968,7.74347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958689,"about_ca_system_score_gemma":0.00004531106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000138613,"about_ca_topic_score_gemma":2.502441e-7,"domain_scores_codex":[0.9987636,0.0002274322,0.0004095269,0.0002016169,0.0002757335,0.00012205],"domain_scores_gemma":[0.9989009,0.0005963948,0.0002666578,0.0001516549,0.0000583352,0.00002604088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006742518,0.001036689,0.128084,0.005370797,0.0007685689,0.00001931237,0.0001375984,0.003092955,0.8470795,0.0002757855,0.002791464,0.01066903],"study_design_scores_gemma":[0.004307527,0.0008516098,0.9620084,0.001184598,0.0009056214,0.00007381885,0.0002734478,0.004565937,0.02477027,0.0003156746,0.0005482461,0.0001948852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784443,0.0001483301,0.0194707,0.00017258,0.0003849433,0.00111108,0.00002106276,0.00003250893,0.0002144945],"genre_scores_gemma":[0.9985727,0.000001244308,0.0005105991,0.00002944187,0.00001861815,0.000312377,0.0003312527,0.00001704687,0.0002067028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8339244,"threshold_uncertainty_score":0.3891178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527232641359012,"score_gpt":0.3363426522487355,"score_spread":0.2910703258351454,"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."}}