{"id":"W4410184828","doi":"10.1007/s40592-025-00246-1","title":"Death talk and access gaps: applying a personalist lens to address inequities for children with complex conditions at the end of life","year":2025,"lang":"en","type":"article","venue":"Bioethics News","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; St. Michael's Hospital","funders":"","keywords":"Through-the-lens metering; Lens (geology); Sociology; Telecommunications; Optometry; Computer science; Medicine; Engineering","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":[0.03637403,0.0007629443,0.0008845608,0.003639182,0.02015507,0.02162303,0.005341406,0.01246109,0.0198912],"category_scores_gemma":[0.07094973,0.000623238,0.00105042,0.002379581,0.05046489,0.02969426,0.0257777,0.02459826,0.000657021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01633996,"about_ca_system_score_gemma":0.04253699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01655191,"about_ca_topic_score_gemma":0.03024985,"domain_scores_codex":[0.9738778,0.01841077,0.0005008789,0.0009885232,0.002522818,0.003699152],"domain_scores_gemma":[0.9116536,0.06939813,0.002985087,0.00181345,0.003551192,0.01059856],"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":[0.00004594406,0.0001843597,0.003902756,0.0004733019,0.0000360375,0.000571107,0.2598582,0.0002794855,0.00008058222,0.6551139,0.03122428,0.04822997],"study_design_scores_gemma":[0.00003794939,0.00008651896,0.002692825,0.002996742,0.00005721297,0.0004858889,0.4904577,0.0005864159,0.000252127,0.3325709,0.1697196,0.00005615846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03629152,0.005849021,0.01194892,0.8202088,0.00279248,0.0001124431,0.00008784428,0.00007206976,0.122637],"genre_scores_gemma":[0.891323,0.006891105,0.009095408,0.07790782,0.002161754,0.0006248384,0.00007462965,0.0001619361,0.01175955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03637403,"threshold_uncertainty_score":0.1923665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3384274518157829,"score_gpt":0.4764250536798018,"score_spread":0.1379976018640189,"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."}}