{"id":"W3087563555","doi":"10.1188/20.cjon.514-525","title":"Comprehensive Geriatric Assessment: A Case Report on Personalizing Cancer Care of an Older Adult Patient With Head and Neck Cancer","year":2020,"lang":"en","type":"article","venue":"Clinical journal of oncology nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Cancer; Head and neck cancer; Geriatric oncology; Older people; Gerontology; Gerontological nursing; Head and neck; Nursing; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006611056,0.001755528,0.0009195905,0.001666191,0.004968071,0.001513442,0.001640715,0.005196835,0.001482727],"category_scores_gemma":[0.007255792,0.0006900487,0.001324604,0.001869867,0.001579696,0.00239113,0.002771775,0.005770754,0.0004588084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806868,"about_ca_system_score_gemma":0.0019463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105846,"about_ca_topic_score_gemma":0.0179537,"domain_scores_codex":[0.9988037,0.0002827457,0.0001416665,0.0001794905,0.0002108386,0.0003815281],"domain_scores_gemma":[0.9977891,0.0007639371,0.0004337328,0.00009039099,0.0001854942,0.000737409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001738449,0.00007978654,0.007722745,0.00005709422,0.00001298757,0.9837012,0.003864052,0.0001910128,0.0002101969,0.000568182,0.001611574,0.001963809],"study_design_scores_gemma":[0.000006652289,0.00009141488,0.005288816,0.0001157552,0.00001624441,0.9871364,0.003531566,0.0005684624,0.0001563054,0.0005150497,0.0025473,0.00002590108],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354993,0.008243532,0.006342103,0.02392248,0.001669926,0.000518667,0.000360554,0.0001425276,0.02330096],"genre_scores_gemma":[0.9856979,0.002860501,0.002759992,0.005068083,0.001098109,0.00009199759,0.0001045703,0.00003451022,0.002284575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105846,"threshold_uncertainty_score":0.02198815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07843868844263709,"score_gpt":0.4657238335346175,"score_spread":0.3872851450919805,"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."}}