{"id":"W4319868628","doi":"10.1016/j.resuscitation.2023.109732","title":"Can ChatGPT pass the life support exams without entering the American heart association course?","year":2023,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Association (psychology); Course (navigation); Advanced cardiac life support; Gerontology; Emergency medicine; Resuscitation; Cardiopulmonary resuscitation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392959,0.0002247045,0.0003968891,0.0001235323,0.0003895978,0.0001225151,0.000185074,0.0002757265,0.00004037296],"category_scores_gemma":[0.001335141,0.0001454767,0.0001583885,0.000525183,0.000133097,0.00006908405,0.00002894688,0.001306315,0.0003639043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000537817,"about_ca_system_score_gemma":0.0007177629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003292397,"about_ca_topic_score_gemma":0.0008060148,"domain_scores_codex":[0.9973204,0.0003822835,0.0005576285,0.0003625106,0.0008821059,0.0004951145],"domain_scores_gemma":[0.9973024,0.001145752,0.0005802342,0.0005079855,0.0003718497,0.00009180511],"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":[0.00003030523,0.00001600534,0.03084289,0.0001075937,0.0001106635,0.00001122376,0.003015182,0.00001078074,0.00008054088,0.000007777433,0.9601103,0.005656738],"study_design_scores_gemma":[0.00007545886,0.0003799159,0.1407306,0.0003274343,0.0004672749,0.00001671821,0.00497429,0.0005064261,0.0003207699,0.0005183034,0.8513492,0.0003336232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07114358,0.00005404605,0.00004606568,0.9248253,0.002654895,0.0008574731,0.00002813452,0.0001322989,0.0002582473],"genre_scores_gemma":[0.4508174,0.000212095,0.00003160089,0.5311793,0.01116147,0.0002816238,0.0006693386,0.000085249,0.005561927],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3936459,"threshold_uncertainty_score":0.5932368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165824272791454,"score_gpt":0.4091588065191359,"score_spread":0.2925763792399905,"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."}}