{"id":"W1606788550","doi":"","title":"Older Adults Living AtRisk: Ethical dilemmas, Risk, Assessment and Interventions to Facilitate Autonomy and Safety","year":2014,"lang":"en","type":"article","venue":"International journal of nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Autonomy; Psychological intervention; Harm; Ethical dilemma; Risk assessment; Dilemma; Medicine; Gerontology; Psychology; Nursing; Social psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00180258,0.0001238153,0.0002636686,0.0002955982,0.0003461525,0.0000557211,0.0001717522,0.0001493756,0.0001284847],"category_scores_gemma":[0.0006836831,0.0001091429,0.0001296092,0.00007979659,0.00007154635,0.0001829961,0.00008612663,0.001082243,0.000008606651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813237,"about_ca_system_score_gemma":0.0001592931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163442,"about_ca_topic_score_gemma":0.00003490395,"domain_scores_codex":[0.9978518,0.0005722888,0.000786963,0.0001804345,0.0003822444,0.0002262153],"domain_scores_gemma":[0.9975129,0.001080794,0.00048817,0.00009397909,0.00060496,0.0002192143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006405298,0.0003133688,0.07286935,0.0001938519,0.0002337896,0.00001805854,0.09495197,0.00006245342,0.00007964252,0.002823544,0.0164422,0.8113713],"study_design_scores_gemma":[0.001851022,0.000388337,0.961796,0.0105545,0.0001327466,0.000105805,0.01187303,0.0005452539,0.0000045875,0.001791744,0.01075791,0.0001990479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509192,0.0005087657,0.1070322,0.03414491,0.004880754,0.0003081692,0.00003518081,0.00002972688,0.002141019],"genre_scores_gemma":[0.9916202,0.00009735703,0.007025598,0.000327306,0.0006849742,0.000004565858,0.000003819076,0.00001322836,0.0002229684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889267,"threshold_uncertainty_score":0.4701869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06416499470262746,"score_gpt":0.4479759997691061,"score_spread":0.3838110050664786,"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."}}