{"id":"W2166169392","doi":"10.1177/0894318403251793251793","title":"Giving Voice to Persons Living With Dementia: The Researcher’s Opportunities and Challenges","year":2003,"lang":"en","type":"review","venue":"Nursing Science Quarterly","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Personhood; Dementia; Qualitative research; Psychology; Engineering ethics; Medicine; Sociology; Epistemology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003273684,0.0003598946,0.0007077598,0.0006957715,0.000925444,0.0005045881,0.0004802406,0.00009376906,0.00007521491],"category_scores_gemma":[0.0001619875,0.0002119138,0.0001129331,0.0009055084,0.001751225,0.0003236479,0.00001645118,0.0005851708,0.00003238007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502526,"about_ca_system_score_gemma":0.001606662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000196571,"about_ca_topic_score_gemma":0.00001908351,"domain_scores_codex":[0.9959296,0.0003940064,0.0003044363,0.0007973451,0.001558311,0.001016316],"domain_scores_gemma":[0.9980615,0.000407693,0.0001178328,0.0005298306,0.000327942,0.0005552192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005837338,0.0001062406,0.0000309234,0.002867055,0.00008110045,0.00003447221,0.006421254,7.5986e-9,0.000003860622,0.0004543188,0.0002077992,0.9897871],"study_design_scores_gemma":[0.0002567872,0.004762723,0.00222453,0.06890339,0.00107962,0.0008356548,0.09884158,0.00001210495,0.000001463298,0.00002923081,0.8225674,0.0004855417],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000242013,0.964334,0.0001013951,0.004294224,0.0001208847,0.001323078,0.000006549914,0.00004328297,0.0295346],"genre_scores_gemma":[0.002423506,0.9935666,0.0005076474,0.0002153982,0.0001318952,0.0002058714,0.000003126502,0.0000532002,0.002892745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893016,"threshold_uncertainty_score":0.8641594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855711158435703,"score_gpt":0.4098214386098272,"score_spread":0.2242503227662569,"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."}}