{"id":"W4390081986","doi":"10.1093/geroni/igad104.1466","title":"IDENTIFYING AND PREDICTING PLACE OF CARE TRAJECTORIES DURING THE LAST THREE YEARS OF LIFE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Sample (material); Health care; Quarter (Canadian coin); Medicine; Gerontology; Long-term care; Disease; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067779,0.0003921055,0.000270248,0.001173748,0.0004990436,0.0009482928,0.0005866371,0.0004951846,0.001826447],"category_scores_gemma":[0.00358621,0.0001831765,0.001053732,0.001215192,0.0001583834,0.0004609204,0.00103338,0.0008818898,0.0004519133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956222,"about_ca_system_score_gemma":0.0007038577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04619468,"about_ca_topic_score_gemma":0.05273137,"domain_scores_codex":[0.9996707,0.00009435022,0.00003334869,0.00009307758,0.0000413255,0.00006713544],"domain_scores_gemma":[0.9985015,0.0003069079,0.00055227,0.0001502649,0.0002158588,0.000273144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005153431,0.00003045341,0.9968536,0.000006827755,0.00004562048,0.00001625073,0.00009056395,0.0007528334,0.00005039316,0.00007119836,0.0002361176,0.001794513],"study_design_scores_gemma":[0.000007604099,0.00009334902,0.9782822,0.00003182854,0.00003848236,0.00005977483,0.0008243516,0.01969442,0.00009680407,0.0003576462,0.0005036919,0.000009868677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953381,0.00006984662,0.001090372,0.0001129501,0.000007834406,0.00002036698,0.00311415,0.00001084256,0.0002355656],"genre_scores_gemma":[0.9955062,0.00005545171,0.001183771,0.00001658397,0.000004638378,0.00002777559,0.002977747,0.000004036181,0.0002238246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04619468,"threshold_uncertainty_score":0.09185159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382838849140357,"score_gpt":0.3663312427494089,"score_spread":0.3225028542580053,"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."}}