{"id":"W2980949075","doi":"10.1016/j.jalz.2019.06.4878","title":"O5‐08‐03: TRAJECTORIES OF HEALTH SYSTEM USE AND SURVIVAL FOR COMMUNITY‐DWELLING PERSONS WITH DEMENTIA: AN INCEPTION COHORT STUDY","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Laurentian University","funders":"","keywords":"Dementia; Medicine; Gerontology; Cohort; Confidence interval; Health care; Cohort study; Quality of life (healthcare); Nursing; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001101006,0.0005021036,0.0004488056,0.0008465552,0.001268379,0.001139893,0.0009302017,0.0006959908,0.001288842],"category_scores_gemma":[0.001347964,0.0005717147,0.0008552468,0.001528403,0.0002830696,0.0007202392,0.0008997687,0.0009617002,0.0004859276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863654,"about_ca_system_score_gemma":0.002038577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3690255,"about_ca_topic_score_gemma":0.4091491,"domain_scores_codex":[0.9995535,0.00007024049,0.00002795871,0.0001006049,0.0001072213,0.0001403948],"domain_scores_gemma":[0.9989629,0.00005703513,0.0001721979,0.000137418,0.0003120215,0.0003584752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002948687,0.0001345064,0.9977295,0.000006579746,0.00006064464,0.00008618897,0.0003248887,0.00002763949,0.0001390979,0.00001965148,0.0003825169,0.0007938605],"study_design_scores_gemma":[0.00002552169,0.0001106851,0.9990044,0.000005513072,0.00002343517,0.00005471972,0.0003180171,0.0001413408,0.00002618769,0.000009420854,0.0002752471,0.000005579639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969094,0.00006179546,0.00004496302,0.00003720913,0.000005398839,0.00003639335,0.002481564,0.000003956665,0.0004192874],"genre_scores_gemma":[0.9937804,0.0001022548,0.0001650632,0.00008349361,0.000009880548,0.00005838724,0.00438846,0.000006919226,0.001405119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3690255,"threshold_uncertainty_score":0.7337551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07931111749603668,"score_gpt":0.3641164507306797,"score_spread":0.284805333234643,"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."}}