{"id":"W2122142056","doi":"10.1186/cc9297","title":"Frailty in the critically ill: a novel concept","year":2011,"lang":"en","type":"review","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Critically ill; Intensive care unit; Intensive care medicine; Quality of life (healthcare); Disease; Mechanical ventilation; Delirium; Caregiver burden; Dementia; Psychiatry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021248,0.0005432253,0.001826984,0.0001402752,0.00007288731,0.00005760042,0.0006168364,0.0007183511,0.0007409855],"category_scores_gemma":[0.01099312,0.0003436184,0.0006599046,0.0003700098,0.0008223512,0.00006524823,0.0001436579,0.001747006,0.0003447355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052521,"about_ca_system_score_gemma":0.0005228432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005133293,"about_ca_topic_score_gemma":0.00002857661,"domain_scores_codex":[0.9971012,0.0002221354,0.0007828237,0.0006684468,0.0005123619,0.00071307],"domain_scores_gemma":[0.9960244,0.001637667,0.00004092675,0.001081083,0.000904221,0.0003117274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001087539,0.0003132556,0.000005734036,0.04965473,0.00004515264,0.0007208493,0.002398718,6.336595e-9,2.901011e-7,0.03921447,0.005243056,0.9023929],"study_design_scores_gemma":[0.0005098786,0.0002616786,0.00003673601,0.0191292,0.001224729,0.0007093964,0.001694366,0.000001078902,6.267828e-7,0.0001841095,0.9758709,0.000377269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.394784e-7,0.9663917,0.0001960629,0.001906938,0.0004508789,0.001224075,0.0003344202,0.00008114269,0.02941387],"genre_scores_gemma":[0.0007171761,0.9857711,0.001926326,0.009382145,0.0008785551,0.0004313559,0.0004171641,0.0001422408,0.00033398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9706279,"threshold_uncertainty_score":0.9999016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515152698152394,"score_gpt":0.4198211568206393,"score_spread":0.2683058870053999,"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."}}