{"id":"W271042009","doi":"10.1161/circ.128.suppl_22.a268","title":"Abstract 268: Improvements in Emergency Department CPR Quality Utilizing Real-Time Audiovisual CPR Feedback","year":2013,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Cardiopulmonary resuscitation; Emergency medicine; Resuscitation; Nursing","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":[0.0009300001,0.0002892053,0.0001785973,0.0002639038,0.000107788,0.000413244,0.0002407944,0.0002165724,0.007240023],"category_scores_gemma":[0.004102401,0.000059292,0.0001515321,0.0001813596,0.0001680992,0.0002207939,0.000301813,0.0002646814,0.0004718745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395804,"about_ca_system_score_gemma":0.0003994297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006355125,"about_ca_topic_score_gemma":0.0005225106,"domain_scores_codex":[0.9996206,0.0001129047,0.00003477323,0.00005360588,0.0001356319,0.00004246884],"domain_scores_gemma":[0.9980896,0.0007699002,0.0005389074,0.00006156326,0.0004220025,0.0001179838],"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":[0.01904262,0.004172196,0.2501932,0.002682796,0.0002511973,0.0006948692,0.0008416903,0.002242481,0.1205919,0.0001754093,0.00838766,0.5907239],"study_design_scores_gemma":[0.0006119065,0.01232065,0.9489549,0.0001539918,0.0001529017,0.0008586425,0.0002915675,0.002653144,0.03108908,0.00009539371,0.002794259,0.00002358223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952475,0.0004047072,0.001403718,0.0001863499,0.00003820111,0.0001373951,0.0003893264,0.00008378729,0.002109048],"genre_scores_gemma":[0.9974718,0.0002179243,0.001107433,0.00006236502,0.00005377323,0.00006993022,0.0002513358,0.00001192065,0.0007534982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007240023,"threshold_uncertainty_score":0.02422029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813641158166858,"score_gpt":0.3287689528280394,"score_spread":0.3006325412463708,"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."}}