{"id":"W2969834722","doi":"10.1136/thoraxjnl-2016-208312","title":"From skeletal muscle weakness to functional outcomes following critical illness: a translational biology perspective","year":2019,"lang":"en","type":"review","venue":"Thorax","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Wasting; Intensive care medicine; Weakness; Muscle weakness; Critical illness; Critically ill; Intensive care unit; Psychological intervention; Physical medicine and rehabilitation; Skeletal muscle; Physical therapy; Nursing; Surgery; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001918956,0.0006065313,0.002340327,0.0004741475,0.0001201109,0.00002723133,0.0001753523,0.0005179676,0.001295222],"category_scores_gemma":[0.006108101,0.0004946572,0.001649121,0.0003927674,0.0001824248,0.00008458317,0.00007771805,0.0007531335,0.001444786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904351,"about_ca_system_score_gemma":0.0007412452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127431,"about_ca_topic_score_gemma":0.00001144016,"domain_scores_codex":[0.9973701,0.0002789108,0.00054322,0.0009104778,0.000420249,0.000477051],"domain_scores_gemma":[0.9944301,0.001752124,0.0000944202,0.0003850965,0.003117116,0.000221141],"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":[0.000119784,0.0003596118,0.0002948125,0.003696406,0.003534731,0.0002241166,0.001620336,7.406171e-7,0.00002871901,0.02098496,0.003463044,0.9656727],"study_design_scores_gemma":[0.00101536,0.000211244,0.001612194,0.006559451,0.005089656,0.00003512094,0.005749803,0.00000403212,0.000001101594,0.001917211,0.9769131,0.0008917331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002015916,0.9771136,0.0056105,0.003196003,0.003442717,0.001764396,0.001106704,0.0001199644,0.007444502],"genre_scores_gemma":[0.03116455,0.8825263,0.005363916,0.04080332,0.006840785,0.002144207,0.02253975,0.001287027,0.007330164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734501,"threshold_uncertainty_score":0.9997505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0657007429366111,"score_gpt":0.4085194669317816,"score_spread":0.3428187239951705,"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."}}