{"id":"W1976766620","doi":"10.1017/s1041610211000433","title":"Comfort with proxy consent to research involving decisionally impaired older adults: do type of proxy and risk-benefit profile matter?","year":2011,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Sunnybrook Health Science Centre; University of Toronto; Dalhousie University; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Proxy (statistics); Informed consent; Psychology; Medicine; Gerontology; Computer science; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003725925,0.0001756272,0.0003103203,0.000569322,0.00009312183,0.00005440752,0.0004965846,0.0002466953,0.001319174],"category_scores_gemma":[0.006043084,0.0001348382,0.0000673969,0.0007360311,0.0003083837,0.0001035618,0.0003307295,0.00116239,0.0001580684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302537,"about_ca_system_score_gemma":0.0006159718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852065,"about_ca_topic_score_gemma":0.0001788718,"domain_scores_codex":[0.9958174,0.0000991081,0.0007156655,0.0006510286,0.002342754,0.0003740737],"domain_scores_gemma":[0.9918121,0.003031894,0.0002227295,0.00055322,0.004026429,0.0003536444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007151111,0.0008548961,0.9739053,0.0002694864,0.0002176221,0.00004098923,0.001543082,0.00000206387,0.0002697128,0.007999292,0.0056021,0.002144316],"study_design_scores_gemma":[0.004139102,0.002842423,0.967541,0.002470915,0.00005747865,0.00009182467,0.0008714867,0.0003218741,0.000886547,0.01869863,0.001778174,0.0003004788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833379,0.0002556748,0.0002427391,0.001597604,0.000389545,0.001597337,0.00009631107,0.00002856555,0.01245435],"genre_scores_gemma":[0.965749,0.0009714875,0.0291173,0.0003405785,0.0002280379,0.0001275661,0.00003453946,0.00005401559,0.003377479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02887456,"threshold_uncertainty_score":0.9995937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.278371365778277,"score_gpt":0.5219639546105561,"score_spread":0.2435925888322791,"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."}}