{"id":"W4410707628","doi":"10.1016/j.resuscitation.2025.110658","title":"Recovery after rescue: The green shoots of bystander aftercare","year":2025,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Bystander effect; Medical emergency; Emergency medicine; Immunology","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":[0.0003735394,0.0002906461,0.0005121877,0.0003747224,0.00007981806,0.00003901245,0.0001488889,0.0007150686,0.00006559747],"category_scores_gemma":[0.0003614773,0.0001985937,0.0004751193,0.0004675405,0.0001431025,0.0001073345,0.00006165142,0.0009974444,0.00002818062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012674,"about_ca_system_score_gemma":0.0003347025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001771161,"about_ca_topic_score_gemma":0.00008040528,"domain_scores_codex":[0.9976855,0.0002366617,0.0005464624,0.0004233991,0.0008150666,0.0002929476],"domain_scores_gemma":[0.9979268,0.0006047639,0.0002098191,0.0006978699,0.0005185584,0.0000421754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008409408,0.00001657993,0.001092994,0.001785962,0.0002950563,0.0001519215,0.0005981168,0.00001201742,0.0001225498,0.00001597375,0.989905,0.005162912],"study_design_scores_gemma":[0.001188236,0.0001502085,0.08104569,0.002545656,0.001031562,0.000007876301,0.0003130893,0.00004558839,0.0001332865,0.001390335,0.9117913,0.0003572115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01494273,0.001897006,0.0003610917,0.9647247,0.004613304,0.001605111,0.0003015343,0.0000845561,0.01146996],"genre_scores_gemma":[0.1696318,0.0008365259,0.000701339,0.7758988,0.01309692,0.0005812562,0.003990161,0.0001726949,0.03509057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.188826,"threshold_uncertainty_score":0.8098415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118780375535944,"score_gpt":0.2653078494508462,"score_spread":0.2534298118972518,"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."}}