{"id":"W4367185111","doi":"10.1186/s12877-023-03926-x","title":"Trajectories of care of community-dwelling people living with dementia: a multidimensional state sequence analysis","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Alzheimer Society Research Program; Ministère de la Santé; Alzheimer Society; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Gerontology; Dementia; Rehabilitation; Sequence (biology); Physical therapy; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006596876,0.0001213614,0.0003968547,0.0005722899,0.0001322395,0.000009852751,0.0001023483,0.00003785317,0.00008526733],"category_scores_gemma":[0.0002110339,0.0001005392,0.0001558183,0.002907522,0.00008196108,0.00006379588,0.0001172406,0.0001916936,0.000005637583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003342317,"about_ca_system_score_gemma":0.0002757226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006241929,"about_ca_topic_score_gemma":0.0008135448,"domain_scores_codex":[0.9984211,0.0002147697,0.000318397,0.0001401333,0.0006407657,0.0002647988],"domain_scores_gemma":[0.9982145,0.0005935067,0.0001565191,0.0002746104,0.0006753663,0.00008548463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001544672,0.0001516617,0.9860455,0.0009380381,0.000708885,0.000007212644,0.006022604,0.001141567,0.004415798,0.00001762457,0.00001704865,0.0003795991],"study_design_scores_gemma":[0.0007844464,0.0005787397,0.9773336,0.0001047977,0.001496574,0.00000281399,0.01238696,0.001199856,0.0059836,0.0000111605,0.00001740229,0.0001000263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947338,0.0002404539,0.004474554,0.00001670958,0.00002957128,0.0002683717,0.00005351911,0.00004040636,0.0001426365],"genre_scores_gemma":[0.9961632,0.0001392467,0.003390139,0.000008551017,0.00001592037,0.00001771859,0.0001226959,0.00001529358,0.0001271861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008711873,"threshold_uncertainty_score":0.409987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254451316575855,"score_gpt":0.3138941687331868,"score_spread":0.2813496555674282,"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."}}