{"id":"W2031896302","doi":"10.1186/gm367","title":"A gene expression signature of emphysema-related lung destruction and its reversal by the tripeptide GHK","year":2012,"lang":"en","type":"article","venue":"Genome Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Division of Graduate Education; British Columbia Lung Association; European Respiratory Society; National Science Foundation","keywords":"COPD; Gene expression; Gene expression profiling; Lung; Chronic bronchitis; Pathology; Gene signature; Medicine; Gene; Actin cytoskeleton; Transforming growth factor beta; Signal transduction; Biology; Cell biology; Cytoskeleton; Cell; Internal medicine; Genetics","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":[0.000597724,0.0002359902,0.0004522762,0.0001614441,0.0001367859,0.000004258092,0.0001505106,0.0001728041,0.0008062819],"category_scores_gemma":[0.0002606222,0.0001456809,0.00007441068,0.0004403614,0.0003558945,0.0001605155,0.000116553,0.0004979526,0.00001341508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030585,"about_ca_system_score_gemma":0.0001015738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004202709,"about_ca_topic_score_gemma":5.487643e-7,"domain_scores_codex":[0.9979366,0.0001553687,0.0004182638,0.0003216391,0.0006837395,0.000484362],"domain_scores_gemma":[0.9986895,0.0001343876,0.0001785806,0.0004050919,0.000175965,0.0004165177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004267827,0.0001292818,0.0107685,0.0005383383,0.0001407178,0.00002314925,0.001773622,0.000003436065,0.9766896,0.00006470971,0.005223957,0.004217901],"study_design_scores_gemma":[0.01464564,0.0008703441,0.8139558,0.001402171,0.001347484,0.001337285,0.004152082,0.0009373997,0.1486707,0.0003844932,0.01163268,0.0006638062],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195859,0.07621683,0.00006455572,0.001899905,0.0002736298,0.0009065943,0.00004136224,0.00004063385,0.0009705848],"genre_scores_gemma":[0.9961417,0.000730229,0.0001458284,0.0001609504,0.0006329229,0.00003103766,0.0001573736,0.00003900113,0.001960934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8280188,"threshold_uncertainty_score":0.8828222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326627165534649,"score_gpt":0.2783004566113295,"score_spread":0.265034184955983,"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."}}