{"id":"W2898159239","doi":"10.1080/10508422.2018.1526087","title":"How Can Ethics Support Innovative Health Care for an Aging Population?","year":2018,"lang":"en","type":"article","venue":"Ethics & Behavior","topic":"Education, Healthcare and Sociology Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"AGE-WELL; University of Ottawa","keywords":"Autonomy; Population ageing; Bioethics; Dementia; Health care; Agency (philosophy); Population; Face (sociological concept); Engineering ethics; Public relations; Psychology; Sociology; Political science; Medicine; Law; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06677332,0.0007302538,0.001016493,0.002102457,0.01113502,0.01635174,0.00260299,0.01374272,0.004294263],"category_scores_gemma":[0.09916971,0.0004717325,0.0008861384,0.001019065,0.08659762,0.01930912,0.01155633,0.01367793,0.001532214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01055437,"about_ca_system_score_gemma":0.02929768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004154174,"about_ca_topic_score_gemma":0.005508229,"domain_scores_codex":[0.9470571,0.0433161,0.0009356156,0.001612213,0.004215392,0.002863539],"domain_scores_gemma":[0.9094977,0.05785599,0.006756692,0.004780322,0.009057968,0.01205124],"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":[0.00002021147,0.000081913,0.001177617,0.0001659089,0.00002394084,0.0002185753,0.02609043,0.0003560372,0.00009709707,0.9231351,0.02469284,0.0239403],"study_design_scores_gemma":[0.00002004709,0.00002940071,0.0003820684,0.0005082912,0.00001005975,0.0001591936,0.01182747,0.0002934758,0.0000752003,0.8907531,0.09591526,0.00002641816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009916359,0.007393071,0.01489197,0.891279,0.002390078,0.00007785833,0.00001818107,0.00004218382,0.07399134],"genre_scores_gemma":[0.771808,0.01212113,0.01793547,0.1796623,0.00571635,0.0004008233,0.00004851413,0.0001192327,0.01218824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06677332,"threshold_uncertainty_score":0.3531353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3627123737524311,"score_gpt":0.6071143627369627,"score_spread":0.2444019889845316,"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."}}