{"id":"W2469162223","doi":"10.1111/resp.12843","title":"Uncovering the factors associated with skeletal muscle weakness in interstitial lung disease","year":2016,"lang":"en","type":"letter","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Interstitial lung disease; Muscle weakness; Weakness; Skeletal muscle; Lung; Physical medicine and rehabilitation; Internal medicine; Anatomy","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002826556,0.0005008784,0.0007501557,0.0004087184,0.0001128504,0.00003034338,0.0004780628,0.000658751,0.0008803052],"category_scores_gemma":[0.00059204,0.0002896483,0.000258787,0.0003081995,0.0007887699,0.0001025622,0.0003071919,0.002397296,0.00004365865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474323,"about_ca_system_score_gemma":0.000911951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545516,"about_ca_topic_score_gemma":0.0001742851,"domain_scores_codex":[0.9962742,0.0005646676,0.0004096766,0.0008343289,0.0007600528,0.00115705],"domain_scores_gemma":[0.9977174,0.0008642519,0.0002040666,0.0008316617,0.0001307771,0.0002518744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003589001,0.0005409469,0.583037,0.002613187,0.002179628,0.04230391,0.0004652668,0.0000759121,0.000492899,0.00008712845,0.3520711,0.01254399],"study_design_scores_gemma":[0.002657613,0.0001840212,0.722403,0.0006823266,0.00028369,0.00002008867,0.00003756899,0.0001303949,0.000005748088,0.0001699256,0.2730419,0.0003837422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6801562,0.000806013,0.00004183697,0.3153521,0.000543943,0.001238821,0.0004015048,0.00009472085,0.001364909],"genre_scores_gemma":[0.9175275,0.00003782265,0.000002022813,0.07477438,0.003265503,0.0002114968,0.0007326916,0.0001918984,0.003256713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405777,"threshold_uncertainty_score":0.9999556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870338747203742,"score_gpt":0.2823406410235422,"score_spread":0.2636372535515048,"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."}}