{"id":"W2790921215","doi":"10.1016/j.resuscitation.2018.01.049","title":"Trends in care processes and survival following prehospital resuscitation improvement initiatives for out-of-hospital cardiac arrest in British Columbia, 2006–2016","year":2018,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Island Health; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Return of spontaneous circulation; Emergency medicine; Poisson regression; Emergency medical services; Cardiopulmonary resuscitation; Advanced life support; Resuscitation; Emergency department; Survival rate; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004277515,0.0001624546,0.000456841,0.0003158897,0.0001303447,0.0001166248,0.00006139156,0.0001519204,0.000004279557],"category_scores_gemma":[0.0007818036,0.0002254338,0.0001573314,0.0007131015,0.0001654502,0.0005491509,0.00003199852,0.0001238207,0.000001589426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084085,"about_ca_system_score_gemma":0.000215147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359743,"about_ca_topic_score_gemma":0.04298331,"domain_scores_codex":[0.998079,0.00008707357,0.0005833779,0.0004986709,0.0004043699,0.0003475126],"domain_scores_gemma":[0.9987084,0.0002444993,0.0002194984,0.0001644675,0.0005718967,0.00009125357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005831341,0.0003246584,0.9253508,0.001734808,0.000184029,0.00002546717,0.02878953,0.000009814764,0.007913993,0.00003771569,0.0005785666,0.03446747],"study_design_scores_gemma":[0.004406999,0.001014176,0.9776551,0.0009847736,0.00009361727,8.014185e-8,0.01451865,0.00004299368,0.0005731697,0.0002756701,0.000167169,0.0002676643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905534,0.0006600037,0.00009957115,0.0001579175,0.006142286,0.001270653,0.0001749665,0.00003709533,0.0009041343],"genre_scores_gemma":[0.9975627,0.0001076275,0.0007614371,0.00001186866,0.0006447775,0.0002631318,0.0005144144,0.00003712317,0.0000968985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05230422,"threshold_uncertainty_score":0.9744797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104806773285088,"score_gpt":0.2816510062558187,"score_spread":0.2711703289273099,"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."}}