{"id":"W3116474996","doi":"10.1093/geroni/igaa057.1286","title":"The Impact of Conscientiousness on Participant Drop-Out: A Novel Method for Estimating Missingness","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Conscientiousness; Missing data; Psychology; Demography; Population; Attrition; Clinical psychology; Personality; Medicine; Big Five personality traits; Statistics; Social psychology","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":[0.1049596,0.001285634,0.001895139,0.003466308,0.001895801,0.003297179,0.005029719,0.002768315,0.005556718],"category_scores_gemma":[0.3242284,0.001067442,0.003993598,0.003737252,0.002533659,0.002711355,0.004579741,0.005199781,0.0007338357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527622,"about_ca_system_score_gemma":0.003350425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007165386,"about_ca_topic_score_gemma":0.007939718,"domain_scores_codex":[0.9202411,0.05985124,0.004476199,0.008081456,0.0064169,0.0009331001],"domain_scores_gemma":[0.5923885,0.3256996,0.02795861,0.03962974,0.01255872,0.001764859],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002518299,0.001007317,0.3728199,0.001339222,0.005507841,0.0007497108,0.005119708,0.04655328,0.003221763,0.03128435,0.009678167,0.5202004],"study_design_scores_gemma":[0.0007933028,0.001446338,0.1330824,0.001278782,0.002205813,0.001395194,0.001579412,0.7821495,0.004811946,0.05861086,0.01205492,0.0005915724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05880542,0.0005344137,0.9353523,0.001034495,0.0002796315,0.001040489,0.0009645332,0.0008471521,0.001141522],"genre_scores_gemma":[0.5337749,0.0003611027,0.4574316,0.0006702916,0.0003406813,0.003071917,0.001641583,0.0002657114,0.002442279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8950403,"threshold_uncertainty_score":0.5550863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2546083000379494,"score_gpt":0.5202825570575206,"score_spread":0.2656742570195712,"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."}}