{"id":"W7125408098","doi":"10.5281/zenodo.18337123","title":"INTERACTIONS BETWEEN EMERGENCY MEDICINE AND RESPIRATORY THERAPY, PSYCHOLOGICAL AND SOCIAL STRESS, ECG MONITORING, IN NURSING CARE: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Workload; Competence (human resources); MEDLINE; Protocol (science); Emergency department; Psychological intervention; Asthma; Teamwork; Burnout","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":[0.01065085,0.001501479,0.008371688,0.009096485,0.001082461,0.003505287,0.002132738,0.002264822,0.00372284],"category_scores_gemma":[0.05376364,0.001288845,0.008437193,0.01245196,0.001019222,0.002896108,0.002313306,0.00155501,0.0003048594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005436799,"about_ca_system_score_gemma":0.01826165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130775,"about_ca_topic_score_gemma":0.03829524,"domain_scores_codex":[0.9879853,0.004473009,0.004370624,0.000921612,0.001870874,0.0003785254],"domain_scores_gemma":[0.9474704,0.03946006,0.008335742,0.0006560951,0.00351499,0.000562763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001399837,0.00002064957,0.0009544874,0.972306,0.007337649,0.00008163201,0.0003109546,0.00005404012,0.00005972531,0.0001230377,0.0008044372,0.01780737],"study_design_scores_gemma":[0.0001805012,0.0001690442,0.004542514,0.9285608,0.05767163,0.0002247441,0.000449216,0.00007718864,0.00009225839,0.0001892537,0.007806076,0.0000368424],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002227713,0.9958802,0.0002180249,0.0002943818,0.0001221051,0.0005809945,0.0004078367,0.00001142734,0.0002572648],"genre_scores_gemma":[0.03813739,0.9565715,0.001345071,0.0008699591,0.0001297453,0.002400729,0.0003611254,0.00001083988,0.0001736583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0130775,"threshold_uncertainty_score":0.05632782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236024634439834,"score_gpt":0.4249986643760527,"score_spread":0.3013962009320693,"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."}}