{"id":"W2024494617","doi":"10.1016/j.socscimed.2009.10.037","title":"A changing landscape for advance directives in dementia research","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Autonomy; Informed consent; Medicine; Psychological intervention; Population; Vulnerability (computing); Empowerment; Psychology; Public relations; Psychiatry; Political science; Law; Alternative medicine; Disease; Computer security; Environmental health; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2966125,0.000808686,0.003544145,0.005962193,0.02047188,0.03599222,0.008195205,0.03219832,0.01590792],"category_scores_gemma":[0.3010628,0.001856462,0.001882232,0.005247367,0.06853359,0.04262363,0.01414286,0.03625138,0.001944496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02380772,"about_ca_system_score_gemma":0.04485843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008746844,"about_ca_topic_score_gemma":0.01762789,"domain_scores_codex":[0.8043371,0.1594102,0.007818372,0.008552106,0.01432948,0.00555267],"domain_scores_gemma":[0.4213063,0.4915041,0.01025294,0.01205472,0.03840931,0.02647254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004672843,0.0003934309,0.003886542,0.002067266,0.0001016047,0.001366547,0.03796064,0.001105968,0.0005301028,0.6497369,0.100235,0.2021488],"study_design_scores_gemma":[0.000275687,0.0002927419,0.003023637,0.004799857,0.00005631037,0.001608293,0.05513076,0.001219812,0.0003619803,0.6377822,0.2950718,0.0003770377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004982954,0.02443547,0.005800335,0.949316,0.004178019,0.00004278811,0.00005031854,0.00005101043,0.01114299],"genre_scores_gemma":[0.4838854,0.04194204,0.04247002,0.3985621,0.02604262,0.0009948922,0.000168738,0.0003671688,0.005567123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2966125,"threshold_uncertainty_score":0.867402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007374700454848,"score_gpt":0.5291834211498384,"score_spread":0.4284459511043537,"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."}}