{"id":"W4400090189","doi":"10.1016/j.resuscitation.2024.110196","title":"Improving Outcomes After Post–Cardiac Arrest Brain Injury: A Scientific Statement From the International Liaison Committee on Resuscitation","year":2024,"lang":"en","type":"review","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Resuscitation Council (UK); Heart and Stroke Foundation of Canada; European Resuscitation Council; American Heart Association","keywords":"Medicine; Intensive care medicine; Psychological intervention; Intervention (counseling); Targeted temperature management; Resuscitation; Neuroprotection; Return of spontaneous circulation; Cardiopulmonary resuscitation; Emergency medicine; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002098705,0.0008033886,0.00142064,0.0008634444,0.0003969106,0.001170665,0.0004844811,0.0004337547,0.00006229448],"category_scores_gemma":[0.001783141,0.0005084483,0.001449812,0.001028673,0.0002601536,0.0003746267,0.0002400775,0.001098266,0.001242034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076151,"about_ca_system_score_gemma":0.0008685158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002561212,"about_ca_topic_score_gemma":0.0001571466,"domain_scores_codex":[0.9941784,0.0005947571,0.001455581,0.001326793,0.00191479,0.0005297544],"domain_scores_gemma":[0.9954474,0.001912177,0.0007487307,0.00112632,0.0005562731,0.0002090791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007565028,0.0002625765,0.0006962116,0.007232381,0.002200723,0.00007452608,0.002505845,0.000007521439,0.000148372,0.001228871,0.1538172,0.8310693],"study_design_scores_gemma":[0.0006282243,0.0001519245,0.006778159,0.01512142,0.002886741,8.94356e-7,0.0005915788,0.00007751904,0.000006077545,0.0005928495,0.9725763,0.000588342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006097491,0.91045,0.0001275735,0.01427546,0.05916825,0.004904865,0.003647599,0.0003883627,0.0009403368],"genre_scores_gemma":[0.007445634,0.9486883,0.001618914,0.002064528,0.007673822,0.002446521,0.02588423,0.0005123379,0.003665674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.830481,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041612903840517,"score_gpt":0.3499773008462209,"score_spread":0.3195611718078157,"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."}}