{"id":"W3091990774","doi":"10.14283/jfa.2020.52","title":"The Association Between Frailty and Short-Term Outcomes in an Intensive Care Unit Rehabilitation Trial: An Exploratory Analysis","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"Ontario Ministry of Research and Innovation; Reseau canadien de recherche respiratoire; Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Rehabilitation; Term (time); Association (psychology); Intensive care unit; Physical medicine and rehabilitation; Medicine; Exploratory analysis; Unit (ring theory); Gerontology; Physical therapy; Psychology; Psychiatry; Computer science; Psychotherapist; Data science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002480615,0.0001876238,0.0006766315,0.0002941073,0.0002331486,0.0001115524,0.0002325546,0.0001192501,0.00001303744],"category_scores_gemma":[0.003546807,0.0001176588,0.0002099861,0.0007084915,0.000100595,0.0005871443,0.00007309921,0.0007448739,0.000001324985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003772516,"about_ca_system_score_gemma":0.0002153212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006981324,"about_ca_topic_score_gemma":0.002431338,"domain_scores_codex":[0.9968491,0.001139492,0.0008550303,0.0001975229,0.000686189,0.0002726749],"domain_scores_gemma":[0.9943032,0.002309806,0.0005117528,0.000514832,0.002189912,0.0001704849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006382239,0.00005029215,0.9461195,0.00002172546,0.0007570151,0.00003124479,0.03956065,0.00008007629,0.0008590972,0.000006919146,0.00006439691,0.01181083],"study_design_scores_gemma":[0.006188008,0.0006739989,0.9157686,0.0001478313,0.001845452,0.00001543919,0.07437392,0.0001020124,0.0003975995,0.0001771664,0.0001891245,0.0001208978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899875,0.0008438402,0.0001529473,0.008418839,0.0002294518,0.0002953769,0.00001334106,0.00001868251,0.00004001377],"genre_scores_gemma":[0.9987006,0.0001386028,0.0002876386,0.0004056678,0.0002889363,0.000005539664,0.00003847575,0.00002354042,0.0001110402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03481326,"threshold_uncertainty_score":0.4797987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07634446002505645,"score_gpt":0.3694490746031208,"score_spread":0.2931046145780643,"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."}}