{"id":"W2898943509","doi":"10.14283/jfa.2018.31","title":"Ethical and Legal Implications of Frailty Screening","year":2018,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of King's College; Dalhousie University","funders":"Canadian Frailty Network","keywords":"Medicine; Gerontology; Engineering ethics; Engineering","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":[0.0008509613,0.00008209707,0.000298763,0.00008779922,0.00008493689,0.000007749933,0.0001391073,0.00007736811,0.00004935471],"category_scores_gemma":[0.0004718129,0.00005243428,0.00008421169,0.0001485917,0.0003218431,0.00008732246,0.00005182886,0.000529977,0.000001730609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001700247,"about_ca_system_score_gemma":0.00008138984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235422,"about_ca_topic_score_gemma":0.00002080553,"domain_scores_codex":[0.9990633,0.00008633154,0.0004009413,0.00006440494,0.00025354,0.0001315025],"domain_scores_gemma":[0.9985534,0.0003985753,0.0003415658,0.0001796811,0.0004346463,0.00009211148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001503426,0.000264503,0.3093555,0.000385958,0.001436618,0.00006090208,0.03648093,0.00005164332,0.4362181,0.008089803,0.02216195,0.1839906],"study_design_scores_gemma":[0.004391607,0.001856699,0.65759,0.005688187,0.001193564,0.00129624,0.005660462,0.0004938823,0.1493309,0.003235871,0.1689424,0.0003202075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605396,0.002178351,0.01704514,0.01724201,0.00007778244,0.00006511797,0.00000577974,0.000007409103,0.002838851],"genre_scores_gemma":[0.9907677,0.0003969458,0.007260952,0.001017041,0.0004242924,3.391052e-7,8.824991e-7,0.000009302573,0.0001225591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3482345,"threshold_uncertainty_score":0.2302516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955714863010566,"score_gpt":0.4599213869950903,"score_spread":0.2643499006940337,"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."}}