{"id":"W1502593341","doi":"10.1300/j018v29n04_04","title":"A Prospective Study of Caregiver Burden in an Outpatient Comprehensive Geriatric Assessment Program","year":2006,"lang":"en","type":"article","venue":"Clinical Gerontologist","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Caregiver burden; Dysfunctional family; Dementia; Medicine; Caregiver stress; Gerontology; Family caregivers; Psychology; Clinical psychology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005252306,0.0001833534,0.0006909999,0.0001394627,0.00004697729,0.00002496968,0.0001571038,0.0001356646,0.00008171234],"category_scores_gemma":[0.000116266,0.0001442976,0.0001360887,0.0003006173,0.0003488334,0.00007996288,0.0001236796,0.0004461793,0.000009802539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567868,"about_ca_system_score_gemma":0.0001745705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001856863,"about_ca_topic_score_gemma":0.001394842,"domain_scores_codex":[0.9971031,0.0004926705,0.000921599,0.0005798053,0.0005243322,0.0003785074],"domain_scores_gemma":[0.9984774,0.0002316405,0.0002210655,0.0003837611,0.0005443303,0.0001417802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006937626,0.02017137,0.9482527,0.00004704569,0.00008109979,0.0002120507,0.0003820989,0.000006712897,0.00003455521,0.00004923433,0.000153186,0.02991618],"study_design_scores_gemma":[0.00842659,0.02815879,0.9562017,0.00003105175,0.000129738,0.00000396959,0.006273292,0.0002110016,0.00001575862,0.00007663813,0.0003422425,0.0001291988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853978,0.0001199548,0.00003469688,0.0001209118,0.0001271637,0.004454625,0.000005369086,0.00006124081,0.009678296],"genre_scores_gemma":[0.9979393,0.00001125345,0.0008863413,0.00003457232,0.0001596456,0.0004700509,0.0000372508,0.00001401082,0.000447599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02978698,"threshold_uncertainty_score":0.5884285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08520793812443636,"score_gpt":0.4695111594049193,"score_spread":0.3843032212804829,"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."}}