{"id":"W4381800263","doi":"10.1038/s41598-023-35735-y","title":"Impact of community-based interventions on out-of-hospital cardiac arrest outcomes: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North; NOSM University","funders":"","keywords":"Medicine; Psychological intervention; Meta-analysis; Observational study; Cardiopulmonary resuscitation; Bystander effect; Emergency medicine; MEDLINE; Systematic review; Intensive care medicine; Internal medicine; Resuscitation; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01539689,0.003330673,0.02440099,0.007377395,0.0007267271,0.003963588,0.002594126,0.002453357,0.004370979],"category_scores_gemma":[0.03592386,0.001698246,0.04000497,0.007606381,0.0008685108,0.002204152,0.00185311,0.002391348,0.0003186265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003913151,"about_ca_system_score_gemma":0.005249408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008655291,"about_ca_topic_score_gemma":0.0156076,"domain_scores_codex":[0.989301,0.004965796,0.003178682,0.0009870202,0.001229428,0.0003380183],"domain_scores_gemma":[0.9802079,0.0141671,0.00318718,0.0005017127,0.001641094,0.0002951314],"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":[0.001454701,0.00004546177,0.001432983,0.521278,0.4654029,0.00008039235,0.00005955691,0.0004363416,0.0001076107,0.0001067315,0.0003841621,0.009211054],"study_design_scores_gemma":[0.0007857903,0.0002346134,0.002216088,0.04451697,0.9505545,0.0000523269,0.00004197573,0.0001990298,0.0001071087,0.0001522723,0.001117178,0.00002219463],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004879131,0.9925457,0.0005753042,0.0001848861,0.0001648674,0.0007931156,0.0005495576,0.00003221475,0.0002752465],"genre_scores_gemma":[0.1751005,0.8164086,0.002885926,0.000826521,0.0002600077,0.003256611,0.0008880452,0.00003435076,0.0003394891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02440099,"threshold_uncertainty_score":0.08142751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645103912218637,"score_gpt":0.4428675259249912,"score_spread":0.2783571347031276,"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."}}