{"id":"W2917751328","doi":"10.5539/gjhs.v11n3p111","title":"Health Workers’ Educational Training and Staffing Concerning Medication Errors, Fall Injuries, and Complaints among Older Adults","year":2019,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Medicine; Health care; Occupational safety and health; Nursing; Quality of life (healthcare); Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009061845,0.00009716227,0.0001608259,0.0005531739,0.0005612679,0.0003770956,0.0002855476,0.0003341773,0.0009560598],"category_scores_gemma":[0.004144535,0.0001263881,0.0002678672,0.0006339626,0.0002534672,0.0002534684,0.0004196633,0.0003720726,0.0001148283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807053,"about_ca_system_score_gemma":0.003816163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4587169,"about_ca_topic_score_gemma":0.6487536,"domain_scores_codex":[0.9993637,0.00008538402,0.00007149734,0.00003943521,0.0002473774,0.0001926392],"domain_scores_gemma":[0.9978086,0.0002643215,0.0008534175,0.00005883068,0.0004985352,0.0005162651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001660756,0.00006287979,0.9944206,0.00001543099,0.000009953098,0.00001373754,0.0006120079,0.00002590882,0.00005047019,0.000008734178,0.0001923215,0.004571279],"study_design_scores_gemma":[8.323354e-7,0.00001806716,0.9995203,0.000007592423,0.000002654866,0.000007517441,0.0003117502,0.00002045833,0.00000879469,0.000002782212,0.00009858471,7.991128e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988079,0.0002085925,0.00001956109,0.0001872161,0.000004425093,0.000007528356,0.0001366465,0.000001729955,0.0006263704],"genre_scores_gemma":[0.9993332,0.0001639243,0.00005555652,0.00006723211,0.000006554633,0.000004116966,0.0001394478,3.769654e-7,0.0002296015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4587169,"threshold_uncertainty_score":0.9120938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07858917964457401,"score_gpt":0.4533212439938282,"score_spread":0.3747320643492542,"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."}}