{"id":"W3164534554","doi":"","title":"Trajectories of Healthcare Services for Elder Persons - A Retrospective Study in Sherbrooke, Quebec","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Health care; Retrospective cohort study; Population; Long-term care; Cohort study; Emergency department; Gerontology; Family medicine; Demography; Pediatrics; Nursing; Environmental health; Internal medicine","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":[0.001043972,0.0004506237,0.0004885326,0.001990669,0.002428814,0.001680456,0.001355916,0.0005777284,0.001814065],"category_scores_gemma":[0.002161636,0.0004250878,0.0007515165,0.005339038,0.0005254907,0.0007887186,0.000978785,0.0008313488,0.0003461295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02062256,"about_ca_system_score_gemma":0.01514959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879852,"about_ca_topic_score_gemma":0.9925318,"domain_scores_codex":[0.999027,0.0001080829,0.00008981133,0.0001995332,0.0002690788,0.0003065661],"domain_scores_gemma":[0.9972102,0.0001365721,0.000693106,0.0001694455,0.001232103,0.0005585387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003433246,0.00003106712,0.9965296,0.00001828496,0.00006345167,0.00006339814,0.0004176806,0.00006767645,0.00009293709,0.00004244854,0.001056606,0.001582619],"study_design_scores_gemma":[0.000005084427,0.00001776167,0.9978404,0.0000311989,0.00001586958,0.00004257338,0.0008408921,0.0002375105,0.00002539623,0.000009047906,0.0009263793,0.000007841804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977827,0.0009844026,0.0002948085,0.0004546259,0.00002034229,0.0001276549,0.01826637,0.0000226276,0.002002141],"genre_scores_gemma":[0.991619,0.0004918534,0.0002673748,0.0002451293,0.000008709538,0.00007603106,0.006203138,0.0000103629,0.001078404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062256,"threshold_uncertainty_score":0.1496279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789259186190051,"score_gpt":0.4206840067743373,"score_spread":0.3627914149124368,"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."}}