{"id":"W4403227235","doi":"10.1016/j.cjca.2024.08.031","title":"PREDICTORS OF GOOD NEUROLOGICAL RECOVERY IN SURVIVORS OF IN HOSPITAL CARDIAC ARREST: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00458584,0.002075415,0.01298291,0.002851079,0.0006535327,0.002702218,0.001875989,0.002500104,0.003856662],"category_scores_gemma":[0.01760666,0.001450351,0.02916923,0.004746272,0.0007143486,0.001828758,0.001602601,0.002467125,0.0003441662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222769,"about_ca_system_score_gemma":0.002478507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008399277,"about_ca_topic_score_gemma":0.02631255,"domain_scores_codex":[0.9967012,0.001024687,0.001187789,0.0005758951,0.0003080581,0.0002023719],"domain_scores_gemma":[0.9902011,0.007009639,0.001691563,0.0003293359,0.0005817314,0.0001867293],"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":[0.003169945,0.00006776419,0.01917845,0.2879197,0.6736086,0.0001933387,0.0001883959,0.0003794422,0.000268762,0.0001101924,0.0008338458,0.01408155],"study_design_scores_gemma":[0.0005350389,0.0001537784,0.009864376,0.01351367,0.9745718,0.00008585632,0.00009810318,0.0001065173,0.00005574595,0.0001354391,0.0008464702,0.00003325047],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01245402,0.9860674,0.0003551608,0.0001516398,0.0001402879,0.0001162614,0.0005228649,0.00001712149,0.0001752487],"genre_scores_gemma":[0.30522,0.6897674,0.001848646,0.001020514,0.0003036745,0.0004501318,0.0009575333,0.00002799746,0.0004042451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01298291,"threshold_uncertainty_score":0.02425259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874675744007923,"score_gpt":0.2906074381546181,"score_spread":0.2618606807145388,"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."}}