{"id":"W4411453643","doi":"10.1177/08404704251348813","title":"Policy nudges toward medicalizing death and their impact on planetary health","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Medicalization; Palliative care; Health care; Value (mathematics); Nursing; Medicine; Nudge theory; Business; Medical emergency; Psychology; Political science; Psychiatry","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":[0.004684817,0.000149219,0.0001422199,0.0007731185,0.01035107,0.004796528,0.0009573596,0.002193881,0.004064556],"category_scores_gemma":[0.01699788,0.0001480512,0.0003273932,0.000706873,0.01137445,0.001612071,0.004226694,0.003414714,0.0001315115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03769767,"about_ca_system_score_gemma":0.06506941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6103022,"about_ca_topic_score_gemma":0.7631427,"domain_scores_codex":[0.9952974,0.001899778,0.0001086083,0.0002016299,0.0008608245,0.001631893],"domain_scores_gemma":[0.9916601,0.003533713,0.001352461,0.0002576434,0.001403069,0.001793009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001383672,0.0002598046,0.1410889,0.000286106,0.00006479267,0.002162026,0.07269667,0.00336573,0.0008064413,0.6683387,0.02922949,0.08156297],"study_design_scores_gemma":[0.00005824083,0.0002198175,0.2650094,0.001938716,0.00009804405,0.001057641,0.2791903,0.002768776,0.001393136,0.1222413,0.3257831,0.0002415471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4705154,0.003375659,0.003247276,0.3313863,0.0005065007,0.00009205867,0.0002367408,0.00005183805,0.1905882],"genre_scores_gemma":[0.9889889,0.00114379,0.0006347078,0.006798598,0.00006496928,0.00001769385,0.0000297197,0.000007685533,0.002313872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6103022,"threshold_uncertainty_score":0.7839857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027666084000451,"score_gpt":0.4560974243184751,"score_spread":0.35333081591843,"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."}}