{"id":"W4408506955","doi":"10.1001/jamainternmed.2025.0100","title":"Nudging Toward Effective and Scalable Palliative Care Interventions in Intensive Care","year":2025,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Palliative care; Psychological intervention; Intensive care medicine; MEDLINE; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0452976,0.001038004,0.001172973,0.001620408,0.003371674,0.01235122,0.004292339,0.005589882,0.01929892],"category_scores_gemma":[0.1305709,0.0007169361,0.001856196,0.001042394,0.003634833,0.01012341,0.01398747,0.01231575,0.004118226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005889985,"about_ca_system_score_gemma":0.05397456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563832,"about_ca_topic_score_gemma":0.01569769,"domain_scores_codex":[0.9680398,0.02143638,0.002207774,0.001660351,0.00427405,0.002381645],"domain_scores_gemma":[0.9228784,0.04299393,0.005558974,0.005952558,0.01132953,0.01128656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004503097,0.00247823,0.01583374,0.003623062,0.000460696,0.0003632651,0.002277365,0.01053041,0.001290824,0.06104163,0.1408942,0.7607564],"study_design_scores_gemma":[0.001563107,0.003640043,0.0368446,0.02691703,0.0008124009,0.0005533468,0.01603014,0.02538171,0.005011648,0.3988692,0.4840206,0.0003560153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02251123,0.02300241,0.0977571,0.8044324,0.005947751,0.002539637,0.0007629839,0.0009955476,0.04205093],"genre_scores_gemma":[0.4587461,0.03839297,0.3650582,0.1165152,0.006616709,0.00564733,0.001596846,0.000496536,0.006930097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0452976,"threshold_uncertainty_score":0.2395594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08126555827183853,"score_gpt":0.4392802915675145,"score_spread":0.358014733295676,"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."}}