{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005010826,0.0003237259,0.000451338,0.0002647238,0.0001354762,0.0003230054,0.0003005186,0.0004073325,0.01887596],"category_scores_gemma":[0.002301864,0.00007791389,0.0002210464,0.0001439592,0.000158503,0.0002305133,0.000247829,0.000381419,0.00125507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003505219,"about_ca_system_score_gemma":0.0005649888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411991,"about_ca_topic_score_gemma":0.001538887,"domain_scores_codex":[0.9997407,0.00007861359,0.00002375389,0.00005230745,0.00006298294,0.00004173862],"domain_scores_gemma":[0.9993216,0.0002394295,0.000163262,0.00002864669,0.0001057909,0.0001413452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1685248,0.03685143,0.03965722,0.003147283,0.0009048042,0.0002519603,0.0005420413,0.001343422,0.06121748,0.000196918,0.02805582,0.6593068],"study_design_scores_gemma":[0.031237,0.1611365,0.7651297,0.0007184099,0.001325053,0.0004797312,0.0003237273,0.004211857,0.02570519,0.0001557471,0.009529028,0.00004799671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911151,0.0007511114,0.0004620203,0.0003709188,0.0001769751,0.0005770929,0.00051202,0.000191613,0.005843074],"genre_scores_gemma":[0.9924216,0.000513354,0.001642343,0.0002441055,0.0001852534,0.0006181882,0.0007900688,0.00002425413,0.003560842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01887596,"threshold_uncertainty_score":0.06314635,"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."}}