{"id":"W2492308421","doi":"10.1016/j.jagp.2016.07.022","title":"Older Adults' Perspectives on Clinical Research: A Focus Group and Survey Study","year":2016,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Taylor Family Institute for Innovative Psychiatric Research, Washington University School of Medicine in St. Louis; National Institutes of Health; H. Lundbeck A/S; Alzheimer's Research and Prevention Foundation; National Center for Advancing Translational Sciences; Roche; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; National Institute of Mental Health; Pfizer; General Electric; Evelyn F. McKnight Brain Research Foundation; U.S. Food and Drug Administration; Bristol-Myers Squibb","keywords":"Clinical trial; Focus group; Medicine; Receipt; Clinical research; Depression (economics); Research design; Perspective (graphical); Fear of falling; Psychology; Suicide prevention; Poison control; Medical emergency","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":[0.02177985,0.0002839906,0.0006363516,0.002816627,0.003852515,0.003079588,0.0005354569,0.001651909,0.001537515],"category_scores_gemma":[0.03267438,0.0005127423,0.0005338149,0.002167818,0.001558821,0.003087223,0.004217844,0.001805359,0.0002371984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984053,"about_ca_system_score_gemma":0.003878319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008838587,"about_ca_topic_score_gemma":0.01535574,"domain_scores_codex":[0.9874605,0.008282471,0.001169723,0.0004227764,0.001436909,0.001227662],"domain_scores_gemma":[0.961746,0.01910849,0.006338513,0.0008571354,0.005782079,0.006167801],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002596517,0.0009315412,0.5419259,0.0001832353,0.00006061391,0.0004540604,0.4378616,0.00001583762,0.0007797115,0.0003339797,0.001341093,0.01585276],"study_design_scores_gemma":[0.00008213149,0.0009083999,0.3883241,0.0002167394,0.00005935171,0.0005185126,0.6042913,0.00007618498,0.0002354392,0.0001527641,0.005100398,0.00003475276],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977975,0.0002663982,0.00007190704,0.001002382,0.0000137707,0.00004658229,0.00003815419,0.000001482911,0.0007619007],"genre_scores_gemma":[0.9975447,0.0004426895,0.0001483186,0.001346293,0.00003223959,0.0001100159,0.00004997929,0.000002432111,0.0003232575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9782202,"threshold_uncertainty_score":0.1151842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408175868827836,"score_gpt":0.4667898775259572,"score_spread":0.3927081188376789,"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."}}