{"id":"W4308921815","doi":"10.1016/j.resuscitation.2022.11.001","title":"Performance of the medical priority dispatch system in correctly classifying out-of-hospital cardiac arrests as appropriate for resuscitation","year":2022,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; Research Canada; St. Paul's Hospital; University of Alberta; Island Health; University of British Columbia","funders":"","keywords":"Medicine; Emergency medical services; Resuscitation; Cardiopulmonary resuscitation; Medical emergency; Emergency medicine; Emergency department; Quartile; Internal medicine; Confidence interval","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":[0.001897401,0.0001595635,0.0004415754,0.0002018435,0.0002317702,0.00001163209,0.0001884124,0.0001256211,0.000005968772],"category_scores_gemma":[0.00112568,0.0001290739,0.0002821117,0.0006761305,0.0001298011,0.0001420022,0.0001034107,0.0003470609,0.000002813132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058752,"about_ca_system_score_gemma":0.0005718922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560623,"about_ca_topic_score_gemma":0.00004723413,"domain_scores_codex":[0.9970136,0.0003287653,0.0007227471,0.000330186,0.001341316,0.0002633595],"domain_scores_gemma":[0.9983097,0.0004475103,0.0004839637,0.0003422672,0.0003267397,0.00008985463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004277752,0.0006349843,0.9194561,0.005378946,0.0002690081,0.00001677947,0.01914681,0.003497377,0.0156987,0.004066188,0.001100064,0.02645728],"study_design_scores_gemma":[0.003712743,0.0007647083,0.943809,0.001165432,0.0002071478,0.000002122466,0.01022271,0.03623304,0.002156483,0.0002746732,0.001171012,0.0002809794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828266,0.0001272943,0.0002396231,0.0007173224,0.01335149,0.001797637,0.00004667893,0.00003772601,0.0008556109],"genre_scores_gemma":[0.9987585,0.00003607451,0.0003757551,0.00002268204,0.0002991046,0.0003125923,0.0001208167,0.00002735426,0.00004712254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03273566,"threshold_uncertainty_score":0.5263481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129994597159249,"score_gpt":0.2770947611365971,"score_spread":0.2640953014206722,"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."}}