{"id":"W4409916006","doi":"10.2196/73517","title":"Ethical Challenges and Opportunities of AI in End-of-Life Palliative Care: Integrative Review","year":2025,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Palliative care; End-of-life care; Psychology; Engineering ethics; Ethical issues; Medicine; Nursing; Engineering; Computer science; World Wide Web","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":[0.01596213,0.001042833,0.002356236,0.0104706,0.00127861,0.005539949,0.001877419,0.00321658,0.002821437],"category_scores_gemma":[0.06528407,0.0006498676,0.00301321,0.008266311,0.00299528,0.005267174,0.002898551,0.002750086,0.0003150222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003800277,"about_ca_system_score_gemma":0.01621268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974077,"about_ca_topic_score_gemma":0.006979502,"domain_scores_codex":[0.9891034,0.00617156,0.002262864,0.0005237655,0.001664679,0.0002737056],"domain_scores_gemma":[0.8842701,0.1030409,0.006395586,0.0007930352,0.004876535,0.000623772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046857,0.0000506031,0.0007243532,0.5534403,0.001599511,0.0003549055,0.004109432,0.0004864634,0.0002033122,0.01877128,0.01188899,0.4082662],"study_design_scores_gemma":[0.0000352871,0.00008364068,0.001521158,0.8224429,0.002968634,0.0009319301,0.003332874,0.0001894009,0.0001382772,0.0101009,0.1581988,0.00005615867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001591618,0.9975988,0.0001644892,0.001413658,0.000186987,0.00002249467,0.000007718845,0.000002004392,0.0004446551],"genre_scores_gemma":[0.004076081,0.994247,0.0004605146,0.0008205768,0.0002417109,0.00008298612,0.00001136533,0.000002345682,0.00005744082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01596213,"threshold_uncertainty_score":0.08441681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.727040727842044,"score_gpt":0.6757026048370209,"score_spread":0.05133812300502305,"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."}}