{"id":"W7125405899","doi":"10.5281/zenodo.18337122","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004633651,0.0001030433,0.0003094472,0.0002730729,0.0007297402,0.00002251109,0.0001580976,0.0000866345,0.0003186204],"category_scores_gemma":[0.0005982593,0.00008964187,0.00002232559,0.0004336095,0.0001606072,0.00006842797,0.0001306916,0.0004081734,0.00003310159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255017,"about_ca_system_score_gemma":0.00000323813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009133718,"about_ca_topic_score_gemma":2.396649e-7,"domain_scores_codex":[0.9986719,0.0003420401,0.0003877415,0.0002662819,0.0001490684,0.0001829118],"domain_scores_gemma":[0.9993768,0.00003469021,0.00009190419,0.0002024452,0.0002267313,0.0000674171],"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":[0.000341179,0.0006707879,0.05181352,0.1998157,0.0003269089,0.00006183013,0.02117853,3.036776e-7,0.002264297,0.003736017,0.0513287,0.6684622],"study_design_scores_gemma":[0.006356934,0.003914047,0.3559987,0.3252982,0.0007808012,0.000189832,0.01826714,0.00002423698,0.0005734002,0.0008597276,0.2868742,0.0008628515],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723329,0.07674993,0.0002731354,0.01326342,0.0006509185,0.003488843,0.00005269416,0.0009781164,0.0322101],"genre_scores_gemma":[0.9935504,0.005816358,0.00003146467,0.0001314601,0.0001487381,4.307103e-7,0.00008678671,0.0001410648,0.00009333806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6675994,"threshold_uncertainty_score":0.5612646,"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."}}