{"id":"W2900781812","doi":"","title":"Further training and staffing and its relation to quality of patient care in Canada, medication errors, fall injury, infection and complaints","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing & Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Staffing; Training (meteorology); Quality (philosophy); Relation (database); Medicine; Patient care; Patient safety; Medical emergency; Nursing; Health care; Computer science; Data mining; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004269717,0.00007226578,0.0002072353,0.0001641935,0.000193486,0.000001174486,0.00003003339,0.00007987211,0.000006894046],"category_scores_gemma":[0.0004150134,0.0000668856,0.00001195807,0.0001191812,0.00004651639,0.0001280111,0.00001511533,0.0002641017,2.670907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006711638,"about_ca_system_score_gemma":0.0006168722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02663875,"about_ca_topic_score_gemma":0.2318589,"domain_scores_codex":[0.9985517,0.0003157165,0.0006055966,0.0001047247,0.000282019,0.0001402988],"domain_scores_gemma":[0.9985107,0.0001282631,0.0006685322,0.00006056107,0.0004818212,0.000150129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002308575,0.00002183543,0.3700567,0.0002298779,0.00001176657,7.540031e-7,0.5103936,0.00005616173,0.0003544194,0.00008318359,0.0001501446,0.1184107],"study_design_scores_gemma":[0.0005864264,0.0004037355,0.8433722,0.002156634,0.00001878969,0.000003907252,0.152352,0.0000890159,0.00005020493,0.00004158004,0.0008610899,0.00006440187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966287,0.0005753667,0.0002221673,0.001494769,0.0006055705,0.0002378636,0.00001606558,0.000003706661,0.0002157631],"genre_scores_gemma":[0.9994587,0.00005389603,0.0002206506,0.0001701231,0.00007552747,0.00000289788,0.000008865175,0.000006861438,0.000002456033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4733155,"threshold_uncertainty_score":0.979843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090505421647559,"score_gpt":0.4339792384506408,"score_spread":0.3434738168030818,"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."}}