{"id":"W4233629337","doi":"10.1111/acem.12270","title":"Global Health and Emergency Care: A Resuscitation Research Agenda—Part 1","year":2013,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Resuscitation; Medical emergency; Emergency medicine; Health care; Emergency medical services; Intensive care medicine; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001493221,0.0002521887,0.0004777495,0.0002819918,0.0003491495,0.000001510332,0.0001519193,0.000269088,0.001696043],"category_scores_gemma":[0.001454331,0.0001979775,0.00009943307,0.001401587,0.000281258,0.0002317598,0.0000945654,0.0007722758,0.0002116002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022603,"about_ca_system_score_gemma":0.0003139138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466845,"about_ca_topic_score_gemma":0.00007075881,"domain_scores_codex":[0.9960083,0.0003082966,0.001202139,0.0005967612,0.001155884,0.0007286277],"domain_scores_gemma":[0.9977768,0.00007327449,0.0002384807,0.0003910957,0.0007809476,0.0007393751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006900766,0.00002715293,0.2699831,0.0004804211,0.0000634436,0.000004005533,0.006740201,0.000001251086,0.001104315,0.001047014,0.7099555,0.01052454],"study_design_scores_gemma":[0.002347026,0.001017796,0.7358725,0.0008016916,0.0001299222,0.00001932806,0.02115253,0.0001289909,0.00002835947,0.008785952,0.2293292,0.0003866737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447468,0.08047657,0.0001463276,0.03516108,0.01236142,0.001995482,0.0000177426,0.0001685889,0.02492602],"genre_scores_gemma":[0.901368,0.09064861,0.0001742028,0.0006128173,0.004720622,0.0002101689,0.0002898349,0.0000433951,0.001932347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4806263,"threshold_uncertainty_score":0.9992166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08621578730959874,"score_gpt":0.4506771658541999,"score_spread":0.3644613785446012,"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."}}