{"id":"W2890000412","doi":"10.1016/j.resuscitation.2019.03.018","title":"International variation in survival after out-of-hospital cardiac arrest: A validation study of the Utstein template","year":2019,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of British Columbia; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Emergency medical services; Emergency medicine; Medical emergency; Survival analysis; Intensive care medicine; Surgery","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":[0.0005784994,0.0001116843,0.0002662529,0.000194687,0.00002141767,0.00001503497,0.00009358377,0.00008237763,0.0000254811],"category_scores_gemma":[0.00021185,0.00008720727,0.0001361153,0.0003698723,0.00003027955,0.0002087898,0.00004354451,0.000128581,0.00001874766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051701,"about_ca_system_score_gemma":0.00006919439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572429,"about_ca_topic_score_gemma":0.00005095139,"domain_scores_codex":[0.9982994,0.0002070983,0.0004836695,0.0002322826,0.0006601459,0.0001174309],"domain_scores_gemma":[0.9989545,0.0001402773,0.0002896148,0.0002948935,0.0002922443,0.00002851947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006184711,0.0005229541,0.9599777,0.0001096387,0.0001597952,0.000002358229,0.0134888,0.000823501,0.02327204,0.0002077111,0.00003868333,0.0007783597],"study_design_scores_gemma":[0.00191248,0.0002126058,0.993965,0.0001586062,0.00007813551,4.052554e-8,0.00203772,0.0003258834,0.0008921123,0.0001393498,0.0001895866,0.00008847549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800301,0.00001496209,0.00008314545,0.0003390902,0.01640303,0.001288396,0.00001547794,0.00001342723,0.001812344],"genre_scores_gemma":[0.9994442,0.00001005579,0.0001132916,0.000007530319,0.0002333714,0.0000490743,0.00004414545,0.00001513082,0.00008319457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03398731,"threshold_uncertainty_score":0.3556209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159236691512139,"score_gpt":0.2754178636735057,"score_spread":0.2638254967583843,"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."}}