{"id":"W4317895485","doi":"10.1370/afm.21.s1.3726","title":"Trajectories of Care of People Living with a Major Neurocognitive Disorder: A State Sequence Analysis","year":2023,"lang":"en","type":"article","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Health care; Gerontology; Medicine; Cohort; Retrospective cohort study; Population; Environmental health; 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":[0.003439838,0.0002860959,0.0004155976,0.002011019,0.0005451072,0.0009701969,0.0006773659,0.0003338999,0.003408108],"category_scores_gemma":[0.00975102,0.0002145686,0.001579659,0.002789392,0.0002728988,0.0007572421,0.001336377,0.0007387361,0.000261033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784374,"about_ca_system_score_gemma":0.00237656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1288164,"about_ca_topic_score_gemma":0.1078829,"domain_scores_codex":[0.9990503,0.0004229085,0.0001110089,0.0002407886,0.00007493473,0.0001001146],"domain_scores_gemma":[0.9968996,0.001325122,0.0006406685,0.000351484,0.0005683893,0.0002146719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003010076,0.0001418628,0.9586402,0.000162946,0.0004705201,0.0001137517,0.001153099,0.01356219,0.0002236325,0.004179623,0.00317763,0.01787361],"study_design_scores_gemma":[0.00008923181,0.0004056254,0.7191338,0.0002549663,0.000485157,0.0002007794,0.003114355,0.2576617,0.0003584589,0.01109239,0.00710807,0.00009541539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402181,0.0002885775,0.02522315,0.0007572362,0.00003186526,0.0005739201,0.03181018,0.0001135903,0.0009833813],"genre_scores_gemma":[0.9376151,0.0001669542,0.01970431,0.00007340848,0.00001079221,0.0009095501,0.0408526,0.00001520145,0.0006519554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288164,"threshold_uncertainty_score":0.2561333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691398711875087,"score_gpt":0.2910320848340419,"score_spread":0.274118097715291,"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."}}