{"id":"W2035388255","doi":"10.1159/000339729","title":"Predictors of Institutionalisation in Incident Dementia – Results of the German Study on Ageing, Cognition and Dementia in Primary Care Patients (AgeCoDe Study)","year":2012,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Dementia; Marital status; Proportional hazards model; Hazard ratio; Medicine; Cognition; Gerontology; Psychology; Psychiatry; Population; Disease; Confidence interval; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001158966,0.0002618067,0.0004074946,0.001127692,0.0002974521,0.0006482237,0.0003631349,0.0003657127,0.0009281076],"category_scores_gemma":[0.002461468,0.0002684572,0.0005813229,0.001122546,0.0001827269,0.0003408481,0.000518885,0.0003592272,0.0001669862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669669,"about_ca_system_score_gemma":0.0003709948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01947434,"about_ca_topic_score_gemma":0.02213041,"domain_scores_codex":[0.9994828,0.0001816509,0.00007667729,0.00007960002,0.0001033892,0.0000758701],"domain_scores_gemma":[0.9985288,0.0002154982,0.0006924773,0.0001120708,0.0001974074,0.0002537644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006557862,0.00001548936,0.9991007,0.0000128441,0.00005746935,0.000033937,0.00004162083,0.00002110801,0.00002405418,0.000006793157,0.0001037934,0.000516808],"study_design_scores_gemma":[0.000003770731,0.00001677856,0.9998242,0.00000353515,0.00001420239,0.00003305205,0.0000313377,0.0000241685,0.000005323165,0.000003976048,0.00003882423,8.788773e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997252,0.0007444679,0.00006045893,0.00005240289,0.00001019461,0.00001495794,0.001399109,0.000003751974,0.0004626564],"genre_scores_gemma":[0.9983063,0.0002363287,0.00007254151,0.00001591323,0.000008886856,0.00001147633,0.001220413,0.000001539027,0.0001265672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947434,"threshold_uncertainty_score":0.03872192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627214751752352,"score_gpt":0.31905091089007,"score_spread":0.3027787633725464,"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."}}