{"id":"W4414120384","doi":"10.1108/978-1-83662-694-720251008","title":"‘Ultimate Decision’: The Untold Story","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Frame (networking); Health care; Public policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002104316,0.0005281256,0.0003120858,0.0006534206,0.01695331,0.00657773,0.001629327,0.002963839,0.007899746],"category_scores_gemma":[0.004418376,0.0002033816,0.0002646804,0.0008949736,0.02131219,0.003688718,0.002601743,0.006872342,0.001239039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04458033,"about_ca_system_score_gemma":0.02388482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6583804,"about_ca_topic_score_gemma":0.8300846,"domain_scores_codex":[0.9976246,0.0008366951,0.00002916339,0.0001470902,0.0007580249,0.0006044689],"domain_scores_gemma":[0.9985306,0.0006895125,0.00005193688,0.00003723827,0.0003823781,0.0003083493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002087482,0.00001621973,0.0003245629,0.0001067141,0.000003729243,0.002548444,0.1783598,0.0002823929,0.0002112905,0.5384817,0.2606078,0.01903656],"study_design_scores_gemma":[0.000002222003,0.000005208064,0.0002906494,0.0002663316,0.000002358564,0.0006467188,0.05475553,0.0001498653,0.0001234909,0.01091956,0.932821,0.00001700733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01997146,0.01750116,0.003848777,0.1528657,0.004359298,0.00006982253,0.0002446295,0.00009283963,0.8010464],"genre_scores_gemma":[0.5598834,0.01315087,0.002748002,0.03316724,0.0009870519,0.00005956455,0.000163734,0.0001525844,0.3896876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6583804,"threshold_uncertainty_score":0.687263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182121583332581,"score_gpt":0.4127281561559469,"score_spread":0.2945159978226888,"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."}}