{"id":"W2029197636","doi":"10.1111/j.1752-8062.2012.00443.x","title":"Development of a Research Participants’ Perception Survey to Improve Clinical Research","year":2012,"lang":"en","type":"article","venue":"Clinical and Translational Science","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Waterloo","funders":"National Center for Advancing Translational Sciences","keywords":"Cronbach's alpha; Confidentiality; Face validity; Research design; Internal consistency; Psychology; Focus group; External validity; MEDLINE; Reliability (semiconductor); Consistency (knowledge bases); Medicine; Applied psychology; Clinical research; Psychometrics; Perception; Clinical psychology; Social psychology; Computer science; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07306829,0.0008497002,0.0007051781,0.003565988,0.0008897743,0.001296814,0.001295861,0.0009395853,0.005093208],"category_scores_gemma":[0.09060217,0.0006361382,0.0009592728,0.002054357,0.0007968986,0.001681171,0.00181451,0.001565632,0.001988766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701059,"about_ca_system_score_gemma":0.004920068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291797,"about_ca_topic_score_gemma":0.00142161,"domain_scores_codex":[0.9548786,0.03159977,0.006857591,0.001178983,0.004300397,0.001184711],"domain_scores_gemma":[0.9029422,0.04228789,0.008850018,0.007515345,0.03495964,0.003444887],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009709101,0.00475191,0.2663509,0.002349694,0.0001419553,0.0003474506,0.02613321,0.002031874,0.01088364,0.002600458,0.03150154,0.6519365],"study_design_scores_gemma":[0.001455123,0.01253733,0.7627304,0.001847298,0.0001917732,0.0006589763,0.0315559,0.01972774,0.01896637,0.004595794,0.1453004,0.0004329316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5938784,0.0004393287,0.2431552,0.006295954,0.0007447823,0.1266758,0.01000942,0.002443077,0.01635809],"genre_scores_gemma":[0.4964189,0.0006518078,0.3025236,0.001748427,0.0001947391,0.1906586,0.005288613,0.0001590317,0.002356293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9269317,"threshold_uncertainty_score":0.3864267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9370496659131742,"score_gpt":0.7582785620764562,"score_spread":0.178771103836718,"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."}}