{"id":"W4389612502","doi":"10.1016/j.resuscitation.2023.110087","title":"Reporting standard for describing first responder systems, smartphone alerting systems, and AED networks","year":2023,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Deutsche Herzstiftung; European Resuscitation Council","keywords":"Medicine; First responder; Medical emergency","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":[0.003158021,0.0001704176,0.0004426421,0.00029948,0.0004487693,0.0001665614,0.00003589503,0.0001538795,0.000001095702],"category_scores_gemma":[0.003305115,0.0001555354,0.0001075,0.0005999514,0.00004626536,0.0001854075,0.00003242335,0.0001407546,0.00000719811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700597,"about_ca_system_score_gemma":0.00009664567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009443291,"about_ca_topic_score_gemma":0.0000208254,"domain_scores_codex":[0.9975759,0.0001000576,0.001122925,0.0003962312,0.0004087898,0.0003961468],"domain_scores_gemma":[0.9976369,0.0007453181,0.0008239532,0.0002300017,0.0004233576,0.0001404997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01094821,0.0001256805,0.508145,0.01603768,0.001430194,0.000694423,0.01381322,0.267109,0.03053119,0.007974585,0.114738,0.02845289],"study_design_scores_gemma":[0.006274255,0.0003437845,0.3895443,0.005182368,0.0004949608,0.00008034326,0.01298043,0.5675254,0.0002474353,0.0001958411,0.01642511,0.0007057858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597002,0.001738629,0.03065235,0.0008810164,0.004197165,0.001899412,0.00002495308,0.0004329756,0.0004733152],"genre_scores_gemma":[0.9972796,0.0001597963,0.0006967584,0.00003021186,0.0009164459,0.0001884357,0.0003427782,0.00005141269,0.0003345576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004164,"threshold_uncertainty_score":0.6342548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06136571731237875,"score_gpt":0.3121745643428668,"score_spread":0.250808847030488,"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."}}