{"id":"W2051843651","doi":"10.3928/0098-9134-20020601-06","title":"Comprehensive Geriatric Assessment: Exploring Clients' and Caregivers' Perceptions of the Assessment Process and Outcomes","year":2002,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queensway-Carleton Hospital","funders":"","keywords":"Geriatric care; Gerontological nursing; Perception; Nursing assessment; Nursing; Patient assessment; Needs assessment; Process (computing); Psychology; Medicine; MEDLINE; Computer science","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":[0.0001213322,0.0001400328,0.0004898746,0.00009663594,0.000140894,0.00002477759,0.0001039836,0.00007683041,0.00008331022],"category_scores_gemma":[0.00009527606,0.00008214293,0.0001213704,0.0001277879,0.0002911319,0.0002183187,0.00003424259,0.0004106414,3.323922e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162262,"about_ca_system_score_gemma":0.00003020653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004436678,"about_ca_topic_score_gemma":0.000001269518,"domain_scores_codex":[0.9986986,0.00009795235,0.0004438394,0.0001491123,0.0004208974,0.0001896078],"domain_scores_gemma":[0.998937,0.0001943891,0.0003386405,0.0001347847,0.000254456,0.0001407293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006656181,0.0006843209,0.934922,0.0002109771,0.000148456,0.00005568085,0.005578721,0.00004060106,0.001844293,0.0001378014,0.000532039,0.05577851],"study_design_scores_gemma":[0.001796379,0.0005820748,0.9876204,0.0005048122,0.0002256434,0.0006528858,0.007904748,0.0003451881,0.00003092828,0.0001391432,0.000115688,0.00008209932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921242,0.0007592617,0.0004308655,0.004675021,0.0003645673,0.0002104544,0.000002422597,0.000009334591,0.001423871],"genre_scores_gemma":[0.9956055,0.0003823731,0.003739758,0.0000979688,0.00007816359,0.000003017701,3.653552e-7,0.00000775099,0.00008507202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05569641,"threshold_uncertainty_score":0.3349691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06577371481929876,"score_gpt":0.3584328251801379,"score_spread":0.2926591103608391,"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."}}