{"id":"W4405913273","doi":"10.31083/j.rcm2512451","title":"Barriers and Willingness to Undertake Cardiopulmonary Resuscitation Reported by Medical Students Dependent on Their Place of Residence—A Single-Center Study","year":2024,"lang":"en","type":"article","venue":"Reviews in Cardiovascular Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Residence; Cardiopulmonary resuscitation; Center (category theory); Single Center; Medical emergency; Family medicine; Emergency medicine; Resuscitation; Cardiology; Internal medicine; Demography","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":[0.009342432,0.0003425839,0.001741695,0.0003680867,0.00006205899,0.00002721442,0.0002153991,0.0001722041,0.00002577693],"category_scores_gemma":[0.002875752,0.0002300948,0.0005047026,0.0008999392,0.0001575109,0.0000866862,0.0001137844,0.0004395585,0.000008974646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629065,"about_ca_system_score_gemma":0.0001420398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446478,"about_ca_topic_score_gemma":0.00005406331,"domain_scores_codex":[0.9939172,0.0008698045,0.001234889,0.0008412873,0.002833724,0.0003030428],"domain_scores_gemma":[0.998064,0.0003507831,0.0001223997,0.0008567892,0.0001427604,0.0004632295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165445,0.001067,0.6381944,0.006602375,0.008157393,0.006696371,0.01568135,0.0003287663,0.003039136,0.00005234503,0.01493035,0.3035961],"study_design_scores_gemma":[0.02186715,0.005419163,0.5325135,0.09379685,0.007993367,0.001093419,0.02100815,0.0004317759,0.0005637142,0.0002015662,0.3133773,0.001734065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.813653,0.1772171,0.0005606732,0.001678577,0.002401895,0.003691519,0.000011661,0.00006325345,0.0007223088],"genre_scores_gemma":[0.9845964,0.01419721,0.00003842295,0.0003517875,0.0004697584,0.0001758669,0.00005051648,0.00004757088,0.00007243774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301862,"threshold_uncertainty_score":0.9382995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255287053333716,"score_gpt":0.3293241596865022,"score_spread":0.2967712891531651,"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."}}