{"id":"W2008230741","doi":"10.1038/512253d","title":"Ageing: Develop models of frailty","year":2014,"lang":"en","type":"letter","venue":"Nature","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ageing; Biology; Genetics","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":[0.005942058,0.0007119852,0.001027358,0.0005259311,0.001399087,0.002514974,0.002084745,0.02115558,0.005602219],"category_scores_gemma":[0.05152691,0.0004241105,0.0009816767,0.0003928845,0.002719521,0.005892141,0.00234698,0.02919069,0.004059549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176132,"about_ca_system_score_gemma":0.002500106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005162142,"about_ca_topic_score_gemma":0.009212525,"domain_scores_codex":[0.9980996,0.001183797,0.0001479341,0.0001382274,0.0003213919,0.0001090927],"domain_scores_gemma":[0.9755096,0.01871219,0.0006821232,0.001081886,0.00258897,0.001425165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006516424,0.00007576296,0.001419368,0.00009957932,0.00004558895,0.0004602767,0.000225608,0.0009396478,0.00004983101,0.0283337,0.9395804,0.02870505],"study_design_scores_gemma":[0.000304778,0.0001080411,0.00123798,0.0006219484,0.00009478996,0.00109238,0.0006534098,0.00991555,0.0001919968,0.3186148,0.6670536,0.0001107754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003181044,0.001164775,0.001022885,0.98742,0.008390904,0.00000520889,0.00003965582,0.00002624339,0.001612148],"genre_scores_gemma":[0.01412892,0.00396363,0.002298482,0.9205457,0.05172509,0.0001136904,0.00004636821,0.00005930534,0.007118878],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02115558,"threshold_uncertainty_score":0.031425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240440588060869,"score_gpt":0.2921844212743128,"score_spread":0.2597800153937042,"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."}}