{"id":"W3029644916","doi":"10.1177/0733464820920102","title":"Development and Validation of Caregiver Risk Evaluation (CaRE): A New Algorithm to Screen for Caregiver Burden","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Wilfrid Laurier University; Winnipeg Regional Health Authority; University of British Columbia; Island Health; University of Waterloo; Fraser Health","funders":"Alzheimer Society","keywords":"Caregiver burden; Confidence interval; Odds ratio; Medicine; Risk assessment; Sample (material); Gerontology; Psychology; Family medicine; Dementia; Computer science; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000549186,0.0001177358,0.0004251516,0.0001271157,0.0001616936,0.000005263548,0.0001201751,0.0001653829,0.00007657549],"category_scores_gemma":[0.000100889,0.0001042499,0.00006075679,0.0001032287,0.00002147852,0.00005505048,0.00004565602,0.0002119173,0.00001007255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027643,"about_ca_system_score_gemma":0.0007993926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188711,"about_ca_topic_score_gemma":0.0001034526,"domain_scores_codex":[0.9985627,0.0001113571,0.0006296513,0.000177235,0.0002976632,0.0002213701],"domain_scores_gemma":[0.9981158,0.0001993857,0.0007160949,0.00009309385,0.0006606539,0.0002150022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009473492,0.00001219155,0.0002760812,0.0001048998,0.0001356475,0.000001517352,0.2922289,0.0001620243,0.0007309106,0.0001176465,0.02053976,0.684743],"study_design_scores_gemma":[0.02746455,0.003357549,0.02065094,0.0003858734,0.002584442,0.00002677534,0.5177886,0.001036905,0.01268501,0.002100863,0.4109639,0.0009545775],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147429,0.001222469,0.07637542,0.003407877,0.0008322682,0.001820898,0.00003301949,0.00001834597,0.001546734],"genre_scores_gemma":[0.8901162,0.00004083342,0.1082527,0.0002639817,0.001171921,0.00004202937,0.00003367968,0.00002294047,0.00005571294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6837884,"threshold_uncertainty_score":0.4251189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839754527406574,"score_gpt":0.3888395820748713,"score_spread":0.3048641293342139,"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."}}