{"id":"W4391402869","doi":"10.1186/s12912-024-01742-1","title":"Standard practices in cardiac monitoring: training needs of intensive care unit nurses","year":2024,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fundo de Apoio ao Ensino, à Pesquisa e Extensão, Universidade Estadual de Campinas","keywords":"Medicine; Nursing; Intensive care; Health care; Medical education; Coronary care unit; Psychological intervention; Medical emergency; Knowledge management; Intensive care medicine; Computer science","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":[0.008192725,0.0002001077,0.0003199793,0.0006667951,0.002372646,0.001876691,0.001059457,0.002042227,0.001528666],"category_scores_gemma":[0.03476614,0.0003021127,0.0001875117,0.0008458356,0.001037993,0.003256663,0.002446593,0.001415369,0.0001970882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792538,"about_ca_system_score_gemma":0.01154065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123713,"about_ca_topic_score_gemma":0.01453246,"domain_scores_codex":[0.9935125,0.003149152,0.0004859926,0.0003090719,0.001568709,0.0009747137],"domain_scores_gemma":[0.9808201,0.008000255,0.003089246,0.0003775331,0.003453204,0.00425973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008887854,0.0005349147,0.1172432,0.001994566,0.00001397966,0.001594331,0.734813,0.0002175657,0.002032917,0.0009290499,0.003631068,0.1369065],"study_design_scores_gemma":[0.0000165199,0.0005690578,0.1684311,0.002649079,0.00001489818,0.001709795,0.8077864,0.0008924201,0.0005169839,0.001264672,0.01608557,0.00006348688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758405,0.001860868,0.0006729998,0.01756715,0.00008609387,0.0001451159,0.00005253351,0.00001600349,0.0037587],"genre_scores_gemma":[0.9919259,0.002363958,0.002872756,0.001620836,0.00002699234,0.0002498981,0.00005887612,0.000006943932,0.0008739408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123713,"threshold_uncertainty_score":0.04332775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764402574074192,"score_gpt":0.4492306441474584,"score_spread":0.2727903867400392,"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."}}