{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.132553,0.0005811027,0.001060424,0.0008929418,0.01159667,0.00947947,0.002974198,0.02761684,0.003319902],"category_scores_gemma":[0.2001685,0.0007800466,0.001199922,0.0008553825,0.05019997,0.008821976,0.008458923,0.02504207,0.001028797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006229487,"about_ca_system_score_gemma":0.02629292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581023,"about_ca_topic_score_gemma":0.006489982,"domain_scores_codex":[0.8451125,0.1176606,0.008414588,0.00570428,0.01583052,0.007277526],"domain_scores_gemma":[0.7864904,0.1661978,0.008006785,0.01543949,0.01374682,0.01011864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009286727,0.0001643764,0.001853302,0.0001263447,0.00002229801,0.002544432,0.04999489,0.0004510008,0.0008129897,0.8705923,0.05158562,0.02175954],"study_design_scores_gemma":[0.0001097738,0.0001975353,0.001872493,0.001587237,0.0000444073,0.004559211,0.03166587,0.002307831,0.001386416,0.5715894,0.3844785,0.0002012775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02880891,0.002552377,0.01865182,0.8708639,0.004008378,0.000572068,0.00007268183,0.00006174701,0.07440818],"genre_scores_gemma":[0.5788711,0.002136898,0.02802543,0.3559364,0.004075427,0.001644131,0.00006671882,0.00007155968,0.02917239],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.132553,"threshold_uncertainty_score":0.7010157,"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."}}