{"id":"W2899840343","doi":"10.1161/circ.132.suppl_3.17760","title":"Abstract 17760: Maintaining High Quality CPR With an Integrated Manual/Mechanical Resuscitation Protocol","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Medicine; Resuscitation; Protocol (science); Emergency medicine; Medical emergency","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":[0.0009515755,0.0002603192,0.0002077896,0.0003110087,0.0001918907,0.0003469267,0.0004958166,0.0002340566,0.002010557],"category_scores_gemma":[0.002503718,0.00007138115,0.0001816104,0.0002116863,0.0001913621,0.0002429276,0.0006076304,0.0003097464,0.0002846466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004834305,"about_ca_system_score_gemma":0.001225029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007727864,"about_ca_topic_score_gemma":0.001426212,"domain_scores_codex":[0.9993148,0.0002013084,0.0001266816,0.00006449623,0.0002363198,0.00005642569],"domain_scores_gemma":[0.9991399,0.0001587013,0.000318728,0.00007800061,0.0001652692,0.000139272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009456578,0.008041802,0.1524854,0.002102237,0.0002702099,0.0009896921,0.001132085,0.00427938,0.06957939,0.0006233098,0.009391222,0.7416487],"study_design_scores_gemma":[0.002409327,0.03768516,0.9086592,0.000524249,0.0003258029,0.002462166,0.0005609943,0.006808986,0.02165665,0.0001827334,0.01864542,0.00007931445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795486,0.0005305837,0.008570728,0.000316694,0.00007281551,0.00353824,0.000473607,0.0003142288,0.006634542],"genre_scores_gemma":[0.975832,0.0004847541,0.01836042,0.0003055586,0.0001175719,0.002850961,0.0007229735,0.00002255786,0.001303144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002010557,"threshold_uncertainty_score":0.006725967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409256080637458,"score_gpt":0.3673178639972751,"score_spread":0.3132253031909005,"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."}}