{"id":"W2523434997","doi":"10.12968/ijpn.2016.22.9.430","title":"Improving end-of-life care through quality improvement","year":2016,"lang":"en","type":"article","venue":"International Journal of Palliative Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"End-of-life care; Nursing; Quality management; Palliative care; Medicine; Hospice care; Quality (philosophy); Quality of life (healthcare); Focus group; Psychology; Family medicine; Management; Management system; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03434949,0.0006414634,0.0004999114,0.002122325,0.001868052,0.004863149,0.001791088,0.0008620696,0.002287676],"category_scores_gemma":[0.04153699,0.0002098871,0.0007829007,0.003015837,0.001402466,0.002123205,0.00507963,0.002503596,0.0003853349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006730785,"about_ca_system_score_gemma":0.03468264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009195467,"about_ca_topic_score_gemma":0.01448792,"domain_scores_codex":[0.9715106,0.01429279,0.002304243,0.001148155,0.008359065,0.002385141],"domain_scores_gemma":[0.9646347,0.00764445,0.006491969,0.00226401,0.01006031,0.008904576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001147406,0.001719498,0.03692349,0.001756806,0.0001643513,0.0001361606,0.003322257,0.003254201,0.002010009,0.01593324,0.02973269,0.9049326],"study_design_scores_gemma":[0.001302736,0.009530671,0.3763678,0.01020524,0.0005579058,0.0009972544,0.01647565,0.02003345,0.009778575,0.03573839,0.5187111,0.0003012364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.258464,0.03134636,0.2587208,0.2734891,0.004539157,0.01034247,0.001064802,0.003983521,0.1580499],"genre_scores_gemma":[0.7477584,0.01353656,0.2178938,0.01151894,0.0008944722,0.001886136,0.0006767605,0.0001541613,0.005680828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03434949,"threshold_uncertainty_score":0.1816596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336402891089617,"score_gpt":0.4729532664154426,"score_spread":0.3393129773064809,"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."}}