{"id":"W2978766349","doi":"10.29173/aar77","title":"Chest compression effectiveness with vs without feedback","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Compression (physics); Data compression ratio; Quality (philosophy); Medical emergency; Physical therapy; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006348612,0.0009679063,0.0008757639,0.0004535744,0.0002892179,0.001299299,0.001030945,0.001563105,0.01072276],"category_scores_gemma":[0.07420965,0.0005067591,0.0005640024,0.0002322158,0.0006290348,0.001629237,0.001067601,0.001309344,0.001156263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003920392,"about_ca_system_score_gemma":0.0006016188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003850657,"about_ca_topic_score_gemma":0.000355245,"domain_scores_codex":[0.9922833,0.00294037,0.001175107,0.001092891,0.001943748,0.0005646],"domain_scores_gemma":[0.9096197,0.07253704,0.007156173,0.003766714,0.002974369,0.00394599],"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":[0.3095105,0.1418366,0.04155844,0.00490449,0.001005018,0.0004237701,0.006009159,0.00676877,0.1686492,0.0008477403,0.004276565,0.3142098],"study_design_scores_gemma":[0.02020168,0.695708,0.2261368,0.0006632334,0.001050179,0.0003074607,0.001591892,0.01000531,0.0374724,0.001067304,0.005499324,0.0002964677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964006,0.0001216074,0.0007267213,0.00009645551,0.0001036761,0.0005399195,0.0001847508,0.00008284843,0.001743298],"genre_scores_gemma":[0.9880424,0.0001460931,0.006106449,0.0003151773,0.0001565814,0.001894909,0.0003762307,0.00005817469,0.002904069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072276,"threshold_uncertainty_score":0.03587121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204606493654991,"score_gpt":0.3050436410083638,"score_spread":0.2929975760718139,"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."}}