{"id":"W4399214699","doi":"10.1016/j.jnha.2024.100265","title":"The ethics of frailty: a need for consensus guidelines","year":2024,"lang":"en","type":"editorial","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Consensus conference; Engineering ethics; Political science; Gerontology; Medicine; Psychology; Engineering; Internal medicine","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":[0.0660617,0.003027757,0.008789393,0.006364092,0.007097611,0.02098257,0.0077657,0.05762807,0.006488042],"category_scores_gemma":[0.2323027,0.002066187,0.004484685,0.003635942,0.0112199,0.01376602,0.005169052,0.06991158,0.005135999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007943035,"about_ca_system_score_gemma":0.01642637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133273,"about_ca_topic_score_gemma":0.008717031,"domain_scores_codex":[0.941893,0.02305053,0.01161969,0.003045841,0.01840225,0.001988702],"domain_scores_gemma":[0.546827,0.3290273,0.01439868,0.006883557,0.08351114,0.01935235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003210807,0.00001649673,0.00003755074,0.0007096687,0.00005155434,0.00008645806,0.000113428,0.0000282085,0.00001912616,0.00140733,0.9889702,0.008527889],"study_design_scores_gemma":[0.0001548176,0.00003495998,0.0002499534,0.007307827,0.0001699381,0.0002723487,0.000402285,0.0002408386,0.00005848673,0.01173912,0.9792819,0.00008753279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002546723,0.01688031,0.0002349502,0.2241158,0.7579684,0.00002171056,0.00002054594,0.00002285412,0.0007098326],"genre_scores_gemma":[0.0004756332,0.008982692,0.0004954548,0.1251876,0.8634428,0.00005855861,0.00001519472,0.00002896908,0.001313075],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0660617,"threshold_uncertainty_score":0.3493719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216885737655613,"score_gpt":0.4553478070056248,"score_spread":0.3336592332400635,"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."}}