{"id":"W2905543242","doi":"10.1186/s12877-018-0986-x","title":"Development and validation of a screener based on interRAI assessments to measure informal caregiver wellbeing in the community","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"University of Waterloo","keywords":"Medicine; Measure (data warehouse); Rehabilitation; Gerontology; Nursing; Physical therapy; Data mining; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01964959,0.0008816053,0.0008302147,0.002805862,0.0007412081,0.001285157,0.001100504,0.0006868165,0.001175501],"category_scores_gemma":[0.02352626,0.000565938,0.001308098,0.001182952,0.0005010945,0.001064489,0.001665167,0.0008959946,0.0005322876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007591669,"about_ca_system_score_gemma":0.002110982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813775,"about_ca_topic_score_gemma":0.007451289,"domain_scores_codex":[0.9911527,0.004575601,0.001168177,0.0006558694,0.002076752,0.0003708447],"domain_scores_gemma":[0.9831944,0.005205407,0.002790164,0.001091536,0.006988897,0.0007295398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009886534,0.001186487,0.8928168,0.0002799326,0.0002630064,0.000100812,0.002077096,0.0006453969,0.003288093,0.0002812287,0.00182946,0.09624295],"study_design_scores_gemma":[0.0002846847,0.003198424,0.9854651,0.0002495685,0.0001590048,0.0002627833,0.0019608,0.003411659,0.001620543,0.0002930568,0.003029254,0.00006522737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9711161,0.0005129179,0.01631741,0.0002255183,0.0001261617,0.006066266,0.001958894,0.000146502,0.003530164],"genre_scores_gemma":[0.9301457,0.0005756898,0.05324851,0.0001682926,0.00005035481,0.01089931,0.003514602,0.00003562775,0.001361978],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01964959,"threshold_uncertainty_score":0.1039183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07071772821965662,"score_gpt":0.3385032160419041,"score_spread":0.2677854878222475,"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."}}