{"id":"W3038782103","doi":"10.1097/nnr.0000000000000444","title":"Measures of Stress Exposure for Hospitalized Preterm Infants","year":2020,"lang":"en","type":"article","venue":"Nursing Research","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"National Institute of Nursing Research","keywords":"Stressor; Medicine; Alertness; Neonatal intensive care unit; Predictive validity; Perceived Stress Scale; Pediatrics; Intensive care; Psychology; Stress (linguistics); Clinical psychology; Psychiatry; Intensive care medicine","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":[0.0004813003,0.0000976261,0.0002670957,0.0001220453,0.00009668971,0.00002412835,0.0001550606,0.0001084796,0.00004577332],"category_scores_gemma":[0.0007107559,0.00008476548,0.00008792854,0.000265024,0.0001683194,0.0000630661,0.00002616472,0.0002483837,0.000002022208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005318669,"about_ca_system_score_gemma":0.0002050697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004019503,"about_ca_topic_score_gemma":4.761354e-7,"domain_scores_codex":[0.9983464,0.00007793425,0.0002286025,0.0002384786,0.0007445539,0.0003640635],"domain_scores_gemma":[0.9987932,0.0001461171,0.00004195873,0.0002060319,0.000638958,0.000173745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01634028,0.0002235813,0.4907131,0.004063298,0.0003911265,0.00009696859,0.1143086,0.000005880644,0.1174727,0.001001834,0.06283578,0.1925468],"study_design_scores_gemma":[0.02011899,0.01029567,0.294729,0.01081633,0.0002585573,0.00003998041,0.00433614,0.001452215,0.625084,0.003145216,0.02860031,0.001123526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784609,0.0005639992,0.00006248222,0.002706687,0.0001511699,0.001110994,0.0001298437,0.00004743893,0.01676647],"genre_scores_gemma":[0.9973176,0.00002796898,0.002090421,0.00008388809,0.0001821988,0.0000424389,0.0001335605,0.00002357503,0.00009841978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5076113,"threshold_uncertainty_score":0.3456636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301414823507758,"score_gpt":0.404168872417758,"score_spread":0.2740273900669822,"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."}}