{"id":"W3047187130","doi":"10.5539/gjhs.v12n10p97","title":"A Multilevel Investigation of Fall Prevention Behavior Among Nursing Staff of South Korean Geriatric Hospitals","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wonkwang University","keywords":"Nursing; Staffing; Medicine; Multilevel model; Nursing staff; Gerontological nursing; Fall prevention; Regression analysis; Family medicine; Psychology; Human factors and ergonomics; Poison control; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005479621,0.0001243755,0.0005196079,0.000241197,0.0005521289,0.00001229046,0.0005437354,0.0001056945,0.00002292916],"category_scores_gemma":[0.001021204,0.0001054013,0.00009941806,0.00145736,0.0006107652,0.0004701504,0.00008495994,0.0005586294,0.000008135491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005887257,"about_ca_system_score_gemma":0.009488539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782635,"about_ca_topic_score_gemma":0.00001987289,"domain_scores_codex":[0.9950343,0.0005304749,0.002025807,0.0002461635,0.001382617,0.0007805882],"domain_scores_gemma":[0.9947745,0.0001096628,0.002698323,0.0001816794,0.001170092,0.001065777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009112453,0.00009564101,0.9625888,0.0007653387,0.00000408687,0.000003579101,0.006592959,0.00003393783,0.000671021,0.0002287735,0.0005059152,0.02841877],"study_design_scores_gemma":[0.0008712147,0.001276084,0.9917267,0.001372593,0.00001560996,0.000006195422,0.003441166,0.0004231492,0.0002575603,0.000520079,0.00001322684,0.00007642741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936347,0.0003159036,0.002279544,0.002155715,0.0004589303,0.0009023328,0.00003737504,0.00001238662,0.0002031138],"genre_scores_gemma":[0.9955111,0.00007268731,0.004022726,0.0002293024,0.0001381019,0.000006608929,0.000002088651,0.000007650865,0.000009807926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02913784,"threshold_uncertainty_score":0.9961268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08478931910726527,"score_gpt":0.4611693747059691,"score_spread":0.3763800555987039,"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."}}