{"id":"W4294816527","doi":"10.1089/pmr.2022.0006","title":"Use of a Cardiopulmonary Resuscitation Video to Assist Intensive Care Unit Resident Physicians during Code Status Discussions","year":2022,"lang":"en","type":"article","venue":"Palliative Medicine Reports","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cardiopulmonary resuscitation; Medicine; Intensive care unit; Medical emergency; Resuscitation; Emergency medicine; Intensive care medicine","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":[0.002161751,0.0003992416,0.0002016895,0.0003543048,0.0004452778,0.0002724477,0.0004068741,0.0003102823,0.004504115],"category_scores_gemma":[0.01243726,0.0001920828,0.0002233491,0.0001414021,0.0002658894,0.0004389746,0.0006397475,0.0004167324,0.0005588652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085527,"about_ca_system_score_gemma":0.000985281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143873,"about_ca_topic_score_gemma":0.002068099,"domain_scores_codex":[0.9988387,0.0006865574,0.00008565857,0.00008337621,0.0001448164,0.0001609729],"domain_scores_gemma":[0.9914569,0.004589646,0.001443733,0.0003406984,0.0009243266,0.001244674],"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":[0.005516809,0.0270015,0.406973,0.002100225,0.0001138842,0.001411169,0.03304575,0.001038056,0.04318442,0.0001005053,0.007569372,0.4719453],"study_design_scores_gemma":[0.0008833458,0.08992268,0.8393535,0.0007456487,0.0001856298,0.001665156,0.02226787,0.002329522,0.02633268,0.00009756672,0.0160782,0.0001381358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982064,0.00004607458,0.0003729587,0.00008316005,0.00001263688,0.0002608979,0.00005442651,0.00004548936,0.0009178926],"genre_scores_gemma":[0.9944648,0.0001573517,0.003729899,0.0001313622,0.00002436148,0.0005551854,0.000129705,0.000007451887,0.0008000252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004504115,"threshold_uncertainty_score":0.01506776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543136094984514,"score_gpt":0.4142324341334417,"score_spread":0.2599188246349904,"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."}}