{"id":"W1581849066","doi":"10.1111/resp.12571","title":"Skeletal muscle atrophy in advanced interstitial lung disease","year":2015,"lang":"en","type":"article","venue":"Respirology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Interstitial lung disease; Atrophy; Lung; Disease; Pathology; Lung disease; Muscle atrophy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001579152,0.00008513172,0.0002078601,0.00011295,0.00001359378,0.000003339968,0.00005243911,0.00005852922,0.00006658232],"category_scores_gemma":[0.000157411,0.00007264043,0.00006207837,0.00009167286,0.00006089671,0.0000491547,0.00001633054,0.0001363641,0.00003251467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004838885,"about_ca_system_score_gemma":0.00008815924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002740135,"about_ca_topic_score_gemma":0.00004275121,"domain_scores_codex":[0.9992386,0.0001045707,0.000173825,0.0001820942,0.0001031281,0.0001977714],"domain_scores_gemma":[0.9994984,0.0000769797,0.0000283067,0.0001541633,0.00002810568,0.0002140671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009945543,0.0004657942,0.830995,0.0003988681,0.0001001217,0.00479962,0.002064095,0.0006072829,0.01139686,0.006557594,0.001180465,0.1314887],"study_design_scores_gemma":[0.005757287,0.0004716451,0.9667834,0.00004092089,0.00007843434,0.00003643755,0.00007974912,0.0007608203,0.00008149863,0.000872236,0.02491122,0.0001263459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904398,0.0005959016,0.004213932,0.002664363,0.0004040824,0.0001851334,0.000007926778,0.00004176065,0.001447143],"genre_scores_gemma":[0.9941829,0.00002697666,0.00413663,0.001192049,0.0001829543,0.00001614519,0.00002119894,0.00001205216,0.0002290395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357884,"threshold_uncertainty_score":0.2962191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891083138257409,"score_gpt":0.3536911537263396,"score_spread":0.3247803223437655,"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."}}