{"id":"W2973485702","doi":"10.1093/ageing/afz103.168","title":"269 Early Identification of Frailty: Developing an International Delphi Consensus for a Definition of Pre-frailty","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Delphi method; Medicine; Identification (biology); Psychological intervention; Delphi; Quality of life (healthcare); Gerontology; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2758945,0.001881203,0.001837933,0.01019798,0.005865939,0.006669004,0.004570301,0.003909591,0.004851299],"category_scores_gemma":[0.2362966,0.001947912,0.003455715,0.004184685,0.00721862,0.008668783,0.02275652,0.006076116,0.001373813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01259494,"about_ca_system_score_gemma":0.04407365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502805,"about_ca_topic_score_gemma":0.002424557,"domain_scores_codex":[0.7182658,0.2273278,0.0247859,0.005183598,0.01566363,0.008773359],"domain_scores_gemma":[0.8254383,0.09389107,0.008398342,0.005731234,0.06020051,0.006340583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008153935,0.0007335558,0.01371796,0.014901,0.0003420147,0.00199675,0.5963327,0.005272593,0.01166339,0.05755716,0.02907779,0.2675897],"study_design_scores_gemma":[0.0005914679,0.001717068,0.01577618,0.02843243,0.0003479058,0.001818601,0.6917396,0.02225247,0.006199752,0.07635952,0.1539449,0.0008201048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3594859,0.005364191,0.3938313,0.03932579,0.004002362,0.1455405,0.001216067,0.0004659872,0.05076803],"genre_scores_gemma":[0.4936089,0.002980463,0.4063182,0.004873422,0.0002701491,0.08838541,0.0007140879,0.0001498723,0.002699525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2758945,"threshold_uncertainty_score":0.892951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781053186027191,"score_gpt":0.4373027173173809,"score_spread":0.2591973987146617,"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."}}