{"id":"W3113523113","doi":"10.3897/folmed.62.e50433","title":"Quantification of Frailty Syndrome in ICU Patients with Clinical Frailty Scale","year":2020,"lang":"en","type":"review","venue":"Folia Medica","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Medicine; Frailty Index; Frailty syndrome; Gerontology; Institutionalisation; Intensive care unit; Intensive care medicine; Predictive value; Ranking (information retrieval); Internal medicine; Psychiatry; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184577,0.0008778617,0.002053657,0.003658675,0.0001847548,0.0009186775,0.0007934996,0.0006767681,0.002242949],"category_scores_gemma":[0.00357198,0.0001737942,0.001194538,0.002335228,0.0003009625,0.000727236,0.0005870792,0.001047773,0.0003742124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581174,"about_ca_system_score_gemma":0.0007951872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771207,"about_ca_topic_score_gemma":0.003053755,"domain_scores_codex":[0.9993913,0.0001883483,0.0001405054,0.00006990348,0.000181844,0.00002815035],"domain_scores_gemma":[0.9986766,0.0006715351,0.0003221425,0.00002401669,0.0002691889,0.00003649418],"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":[0.0002316897,0.0001074143,0.007084989,0.04871143,0.001086458,0.0001912794,0.0001609033,0.0002585233,0.000379022,0.001251593,0.01634556,0.9241912],"study_design_scores_gemma":[0.0003918263,0.001200486,0.1404325,0.1862648,0.01082898,0.008787963,0.001172612,0.001906731,0.001415798,0.007151783,0.6401974,0.0002492756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007805747,0.9981001,0.0001366156,0.0001788774,0.00008626145,0.00001956294,0.00007899943,0.000005331274,0.0006137468],"genre_scores_gemma":[0.01381721,0.9844708,0.0007450103,0.0002398465,0.0001546794,0.00005899705,0.0002137271,0.000001997739,0.0002976228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003658675,"threshold_uncertainty_score":0.00750345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09517182882763599,"score_gpt":0.388588467248353,"score_spread":0.293416638420717,"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."}}