{"id":"W2809407951","doi":"10.1161/circ.132.suppl_3.12075","title":"Abstract 12075: Telecommunicator CPR Intervention Improves Recognition of Cardiac Arrest and Time to First Chest Compression","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Compression (physics); Cardiology; Medical emergency; Internal medicine; Emergency medicine; Resuscitation","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":[0.0001884803,0.0001029376,0.0001439724,0.00009313963,0.00003654196,0.00002858921,0.00007206098,0.00007416065,0.0000155052],"category_scores_gemma":[0.00007676132,0.0001167298,0.00004520551,0.0001148351,0.00001762129,0.0002593641,0.0000416475,0.00008753814,0.0001255664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010061,"about_ca_system_score_gemma":0.000005869944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004315658,"about_ca_topic_score_gemma":0.00000445656,"domain_scores_codex":[0.9994036,0.00002284538,0.0002269585,0.0001185215,0.0001191722,0.0001089215],"domain_scores_gemma":[0.9995217,0.00005902959,0.00006015612,0.000185151,0.00007697014,0.00009697647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001667696,0.0000331553,0.01246698,0.0002273586,0.00003403259,4.329442e-7,0.0003522394,0.002144612,0.903648,0.000003000458,0.0002977444,0.08077583],"study_design_scores_gemma":[0.0006006133,0.00006891823,0.7819484,0.0008327615,0.00004747453,0.000001689289,0.0001764371,0.004141405,0.2098991,0.0004875719,0.00138413,0.000411455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967435,0.0003972434,0.0007148469,0.00001719024,0.0004028767,0.000245306,0.00001333291,0.0001088067,0.00135692],"genre_scores_gemma":[0.9990001,0.00001833318,0.000719348,0.000002007993,0.000139437,0.0000210618,0.00007112836,0.00002460805,0.000004010551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7694815,"threshold_uncertainty_score":0.4760103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264938711278822,"score_gpt":0.239103963354222,"score_spread":0.2126100922263398,"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."}}