{"id":"W2003348546","doi":"10.1016/j.resuscitation.2015.02.012","title":"Time to incorporate real-time CPR feedback and CPR debriefings into advanced life support courses","year":2015,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Cardiopulmonary resuscitation; Medicine; Basic life support; Context (archaeology); Randomized controlled trial; Certification; Advanced life support; Guideline; Medical education; Medical emergency; Advanced cardiac life support; MEDLINE; Resuscitation; Emergency medicine; Surgery","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":[0.004391645,0.0003284067,0.0004976374,0.0003475795,0.004299841,0.003784196,0.001411217,0.04556232,0.02268548],"category_scores_gemma":[0.03739379,0.000720804,0.000809842,0.00022401,0.001433067,0.003904514,0.003114795,0.02877173,0.01086591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606167,"about_ca_system_score_gemma":0.01046098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005935189,"about_ca_topic_score_gemma":0.02221141,"domain_scores_codex":[0.996273,0.001133535,0.0004451291,0.0003646613,0.001046523,0.0007370673],"domain_scores_gemma":[0.9810705,0.007967615,0.0008606,0.0005162768,0.002905262,0.006679701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001407898,0.0005786543,0.003423614,0.0001095662,0.00002291792,0.003924004,0.0009396532,0.0002565595,0.001341737,0.002691858,0.9198216,0.06674913],"study_design_scores_gemma":[0.0003946964,0.0004330152,0.006299755,0.0006856123,0.00004469018,0.003398246,0.00233103,0.001550282,0.0006743022,0.007080466,0.9769916,0.0001163063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002243094,0.0003812775,0.0006695472,0.9763113,0.01023282,0.00006674622,0.00002091955,0.000131944,0.009942421],"genre_scores_gemma":[0.02391782,0.0006928489,0.002763769,0.9344444,0.01684103,0.0003004703,0.00002597953,0.00007768084,0.02093608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04556232,"threshold_uncertainty_score":0.07589042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281611895747743,"score_gpt":0.271438311802651,"score_spread":0.2586221928451736,"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."}}