{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004226579,0.0001973216,0.0007189066,0.00003849095,0.00003810029,0.000006165412,0.00008658177,0.0001548853,0.0001691659],"category_scores_gemma":[0.0001102735,0.0001188285,0.0001391523,0.0002509741,0.00005234198,0.0001252933,0.00004021344,0.0005032807,0.001120395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005076901,"about_ca_system_score_gemma":0.0000719898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007364141,"about_ca_topic_score_gemma":0.000003849963,"domain_scores_codex":[0.9986975,0.0001559834,0.0002781375,0.00034067,0.0003074821,0.0002202901],"domain_scores_gemma":[0.998916,0.0003561921,0.0001431273,0.000369008,0.00007677638,0.0001388878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006554393,0.00004385201,0.9524943,0.02233987,0.0001706221,0.000008594263,0.000124675,0.000006514012,0.004993032,0.0002602735,0.005167071,0.01373571],"study_design_scores_gemma":[0.002516328,0.0001886551,0.6248138,0.06828525,0.0006364287,0.0001086696,0.00001388954,0.0000529941,0.0006942067,0.00002624717,0.3023467,0.0003168233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988075,0.07073415,0.00005069984,0.003378913,0.0007417784,0.003392166,0.000001468834,0.00005511761,0.02283821],"genre_scores_gemma":[0.9457077,0.04973293,0.00009941612,0.00204638,0.000215035,0.00008447524,0.00006134334,0.00004162215,0.002011134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3276805,"threshold_uncertainty_score":0.9996573,"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."}}