{"id":"W2771594092","doi":"10.5539/gjhs.v10n1p111","title":"Nurses' Professional Commitment and Its Effect on Patient Safety","year":2017,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Nursing; Descriptive statistics; Patient safety; Test (biology); Scale (ratio); Medicine; Health care; Accreditation; Family medicine; Respondent; Psychology; Medical education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003515577,0.0001212947,0.0003209639,0.0000823157,0.004716429,0.000006612494,0.0005721767,0.00006711474,0.00003746643],"category_scores_gemma":[0.00105046,0.00007967102,0.00004398341,0.0001365377,0.0003483969,0.0003809184,0.0001780861,0.0005043116,0.00005640325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000657863,"about_ca_system_score_gemma":0.002289988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002507602,"about_ca_topic_score_gemma":0.00000763956,"domain_scores_codex":[0.9969801,0.0003777359,0.0008419149,0.0001777765,0.001077297,0.000545159],"domain_scores_gemma":[0.996304,0.0001614902,0.002276881,0.0003108031,0.0003411544,0.0006056265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528458,0.0005374741,0.7424562,0.0004585988,0.00002739229,0.00002318926,0.00362782,0.00007263105,0.0001412636,0.01556023,0.01547404,0.2200927],"study_design_scores_gemma":[0.001559889,0.001894956,0.9595553,0.001434047,0.000007107744,0.00004026926,0.0007325327,0.00005600416,0.0000435465,0.0002527039,0.03433655,0.00008704251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657663,0.0003711456,0.00007954188,0.02070841,0.008023386,0.0008275444,0.00002699034,0.00001092653,0.004185748],"genre_scores_gemma":[0.9965534,0.0001280849,0.0001183489,0.00297218,0.0001119657,0.000009822747,0.000001100099,0.000003393013,0.0001017499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200056,"threshold_uncertainty_score":0.9965793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06045492562939473,"score_gpt":0.4811325492963472,"score_spread":0.4206776236669524,"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."}}