{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01115523,0.0003109317,0.0003780586,0.0006820162,0.00305835,0.003125487,0.0006671132,0.002516374,0.002179652],"category_scores_gemma":[0.02671121,0.0002001357,0.0003649618,0.0003969313,0.003513922,0.003238126,0.004365614,0.004241728,0.0003116184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487072,"about_ca_system_score_gemma":0.01048865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023943,"about_ca_topic_score_gemma":0.006772763,"domain_scores_codex":[0.99448,0.003741085,0.0003171344,0.0001342875,0.0009812842,0.0003462754],"domain_scores_gemma":[0.9897662,0.00547248,0.001481811,0.0001796533,0.000991301,0.002108475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001350051,0.001225272,0.02151861,0.003066578,0.00005029746,0.003333298,0.1056194,0.0008427688,0.0007683889,0.02142984,0.05599109,0.7860196],"study_design_scores_gemma":[0.0002403364,0.001955936,0.05624734,0.02652835,0.00009835527,0.01623319,0.3552561,0.002879987,0.001018613,0.1454036,0.3938669,0.0002711664],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.314863,0.1385297,0.01899086,0.3957856,0.003788296,0.001087171,0.00004734652,0.000187076,0.126721],"genre_scores_gemma":[0.8568506,0.09176949,0.01934482,0.01823236,0.00119191,0.0007898345,0.00003857898,0.00001721043,0.01176528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01115523,"threshold_uncertainty_score":0.05899519,"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."}}