{"id":"W4408847590","doi":"10.1186/s12912-025-02959-4","title":"Enhancing nursing’s role in community-based palliative care: closing gaps to improve patient outcomes","year":2025,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing research; Medicine; Closing (real estate); Nursing management; Nursing; Palliative care; Community nursing","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":[0.000216995,0.0002455776,0.000598504,0.0004370947,0.0001623763,0.000022558,0.0001361063,0.0001195434,0.000006282024],"category_scores_gemma":[0.000532402,0.0002379011,0.0001513545,0.0005638509,0.0001175203,0.00006521682,0.0000291337,0.0004364283,0.000006131879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095659,"about_ca_system_score_gemma":0.0003371912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004553762,"about_ca_topic_score_gemma":0.0003088011,"domain_scores_codex":[0.9982952,0.000246764,0.0005136149,0.0002726049,0.0002744484,0.0003973749],"domain_scores_gemma":[0.9985549,0.0005154312,0.0001322448,0.000445819,0.0002329189,0.0001186116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001188041,0.001531238,0.5443651,0.001381647,0.0001017421,0.00001654532,0.2423956,0.0005226317,0.07402058,0.0006939767,0.0005675353,0.1332154],"study_design_scores_gemma":[0.004194374,0.0009917427,0.09471199,0.05558648,0.0002555524,6.587193e-7,0.1794213,0.0005410563,0.6595306,0.001045839,0.003220067,0.0005002785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760772,0.002953194,0.007671504,0.001057461,0.0007403357,0.0007196759,0.0000181422,0.00007397951,0.01068852],"genre_scores_gemma":[0.9771887,0.00001119979,0.02183653,0.0007402002,0.00004464466,0.00003169,0.00004298966,0.00002658186,0.00007744893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5855101,"threshold_uncertainty_score":0.9701326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323769166797896,"score_gpt":0.4219134671110353,"score_spread":0.3586757754430563,"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."}}