{"id":"W4410202577","doi":"10.7202/1117880ar","title":"Goals of Care Conversation to Support Patient Empowerment in Managing Cancer Care","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Patient Empowerment; Empowerment; Health care; Nursing; Medicine; Psychology; Communication; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001511097,0.00008146996,0.0003053614,0.000547586,0.00002190747,0.000005614852,0.00008229136,0.00009533737,0.00006597192],"category_scores_gemma":[0.0001897511,0.00007715541,0.0000777282,0.0002808029,0.00009901032,0.00003563408,0.000010364,0.0002411616,8.654102e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007369904,"about_ca_system_score_gemma":0.003288394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02478086,"about_ca_topic_score_gemma":0.1217775,"domain_scores_codex":[0.9990977,0.00003670658,0.0004257219,0.00008481606,0.0001960029,0.0001590481],"domain_scores_gemma":[0.9985495,0.00004839249,0.0001766425,0.0001099592,0.0008646286,0.0002509017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000164096,0.00001596942,0.749986,0.001278208,0.0001475115,0.0002723269,0.2098462,0.0003478545,0.0004832258,0.0004749357,0.003180375,0.03380333],"study_design_scores_gemma":[0.003896782,0.003182305,0.09584149,0.02308748,0.0004729128,0.00001602658,0.5767194,0.00002457306,0.1119016,0.0002358231,0.1842261,0.0003954334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739687,0.01256004,0.00007394644,0.009019022,0.0008060759,0.0002637261,0.000109026,0.000002203611,0.00319726],"genre_scores_gemma":[0.9976133,0.0006285518,0.0003918649,0.001261597,0.00003550517,0.000002312159,0.00001166383,0.00000635589,0.00004885695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6541445,"threshold_uncertainty_score":0.9817132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09516586384286269,"score_gpt":0.4382135758648613,"score_spread":0.3430477120219986,"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."}}