{"id":"W3165147153","doi":"10.1136/emermed-2020-211073","title":"Rationale, development and implementation of the ReACanROC registry for out-of-hospital cardiac arrests in France and Canada","year":2021,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Sunnybrook Hospital; St. Michael's Hospital; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Fédération Française de Cardiologie; Heart and Stroke Foundation of Canada","keywords":"Medicine; Medical emergency; Emergency medical services; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003051309,0.00006757486,0.0002111417,0.00002633569,0.00006087746,0.000001141994,0.00002667905,0.00002584587,0.0001074563],"category_scores_gemma":[0.0002315649,0.00004596987,0.00003748969,0.00009764276,0.00004187974,0.00003483508,0.00001443628,0.0001048961,2.322901e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004712662,"about_ca_system_score_gemma":0.0007780907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007258039,"about_ca_topic_score_gemma":0.06658982,"domain_scores_codex":[0.9990041,0.000032347,0.0004665445,0.00009650007,0.0003066673,0.00009387068],"domain_scores_gemma":[0.9993425,0.00004350319,0.0002172474,0.00007675455,0.0002556006,0.00006438506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002287981,0.00001858155,0.9388736,0.0002317879,0.00009369703,0.000002281937,0.003597719,0.000003804182,0.00437895,0.00005985142,0.04979473,0.002922074],"study_design_scores_gemma":[0.001132709,0.00004546638,0.9326936,0.0002473678,0.00006048587,0.000004188038,0.004444926,0.000005107613,0.003186722,0.00008016083,0.05804982,0.00004944465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842846,0.003899771,0.0001094429,0.004037576,0.007150583,0.000264293,0.000006930351,9.847779e-7,0.0002458549],"genre_scores_gemma":[0.996566,0.001477995,0.000373434,0.00002491491,0.0007190027,0.00001622595,0.00002487648,0.000008512246,0.0007890153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05933178,"threshold_uncertainty_score":0.9993527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267213537982982,"score_gpt":0.3023731260652262,"score_spread":0.2897009906853964,"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."}}