{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004035204,0.001037223,0.001133566,0.0006498701,0.01623042,0.008512522,0.002198075,0.1089677,0.01194191],"category_scores_gemma":[0.02128191,0.001060599,0.001202282,0.0006178392,0.006252676,0.0079814,0.004492893,0.08966313,0.004506078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007558907,"about_ca_system_score_gemma":0.01351558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02604012,"about_ca_topic_score_gemma":0.07144307,"domain_scores_codex":[0.9957617,0.001271413,0.0003625267,0.000546838,0.0007307368,0.001326814],"domain_scores_gemma":[0.991598,0.003318222,0.0004414204,0.0002582484,0.001108971,0.003275083],"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":[0.00006056767,0.00006046782,0.001130196,0.00005771861,0.00002200435,0.01076162,0.001716307,0.00009325502,0.0003078136,0.01653905,0.9622362,0.007014862],"study_design_scores_gemma":[0.00009944643,0.00009678979,0.001883642,0.0007770994,0.00003238121,0.00632448,0.007840171,0.0005337087,0.0001623165,0.02263783,0.9594998,0.0001124153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008061478,0.0007085973,0.00007289932,0.9814919,0.008918725,0.00001072864,0.00001463802,0.00001075466,0.007965634],"genre_scores_gemma":[0.007855371,0.0008470433,0.0001747156,0.9593908,0.01305357,0.00003360313,0.00001020913,0.00003001838,0.01860474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1089677,"threshold_uncertainty_score":0.05484402,"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."}}