{"id":"W4403232453","doi":"10.5430/jha.v13n2p44","title":"Quality improvement in hospital: How knowledge and attitude affect job performance across different professional groups","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Quality (philosophy); Psychology; Nursing; Quality management; Medical education; Business; Knowledge management; Medicine; Marketing; Computer science; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002382495,0.0001527204,0.0001945687,0.0006882744,0.0005131353,0.001045385,0.0002628063,0.0004030007,0.002346251],"category_scores_gemma":[0.01100701,0.0001150575,0.0003427602,0.0005334459,0.0004990796,0.0005636442,0.0006265864,0.0004850707,0.0002213605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007612467,"about_ca_system_score_gemma":0.001034682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00429711,"about_ca_topic_score_gemma":0.004385294,"domain_scores_codex":[0.9982398,0.0006748873,0.0001038898,0.0001259179,0.0005772355,0.0002783233],"domain_scores_gemma":[0.9899126,0.003581401,0.004124769,0.0002332976,0.000825687,0.001322258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009290883,0.0004035769,0.9862169,0.00003423386,0.00007524624,0.00002491471,0.00156893,0.0001456631,0.0002493938,0.00005585617,0.0001752635,0.01095707],"study_design_scores_gemma":[0.000003939263,0.0001345848,0.9981328,0.000015737,0.00001242569,0.00001820465,0.001247703,0.0002139321,0.00006021694,0.00004454858,0.0001119945,0.000003962964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987842,0.0001208374,0.00005987429,0.0002291644,0.000005290545,0.000005347938,0.00001845406,0.000001630217,0.0007752211],"genre_scores_gemma":[0.9997442,0.00005139777,0.00003683237,0.00003396718,0.000004931864,0.000002633942,0.00001675699,5.074487e-7,0.0001086425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00429711,"threshold_uncertainty_score":0.0126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785293449899176,"score_gpt":0.3073682479944689,"score_spread":0.2895153134954772,"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."}}