{"id":"W2078479971","doi":"10.1007/s12079-012-0172-4","title":"Immunosuppression for interstitial lung disease in systemic sclerosis – novel insights and opportunities for translational research","year":2012,"lang":"en","type":"article","venue":"Journal of Cell Communication and Signaling","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Actelion Pharmaceuticals; Canadian Institutes of Health Research; Pfizer","keywords":"Interstitial lung disease; Immunosuppression; Medicine; Translational research; Disease; Lung; Scleroderma (fungus); Translational medicine; Intensive care medicine; Bioinformatics; Immunology; Pathology; Biology; 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":[0.001286274,0.00007536644,0.0002120802,0.0002570436,0.0001815278,0.00003760519,0.00008444309,0.00006809527,0.000006786795],"category_scores_gemma":[0.0001019951,0.00005764908,0.00007992244,0.00005556456,0.00007492198,0.0002276865,0.0000262463,0.0001800866,7.782317e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004014625,"about_ca_system_score_gemma":0.0001040912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004617465,"about_ca_topic_score_gemma":3.757684e-7,"domain_scores_codex":[0.9989677,0.0001442251,0.0004810567,0.0000665871,0.0002037918,0.0001366492],"domain_scores_gemma":[0.9984109,0.0007425938,0.0001940629,0.0001244798,0.0003285102,0.0001993983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004834759,0.0009703995,0.01137648,0.002304013,0.0001731501,0.000002181823,0.01100055,0.0001983735,0.9590641,0.003047515,0.0007752885,0.006253168],"study_design_scores_gemma":[0.1156848,0.003027347,0.1639806,0.2237947,0.00448753,0.0007920887,0.1329895,0.2138781,0.1216649,0.003827753,0.01352367,0.002349001],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821877,0.1131773,0.003423057,0.0005990496,0.00008148237,0.0004301805,0.0000120342,0.000003996587,0.00008520926],"genre_scores_gemma":[0.9895637,0.009116023,0.001042637,0.00005645233,0.0001128265,0.00002811088,0.00002235438,0.00001194813,0.00004591752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8373992,"threshold_uncertainty_score":0.2350861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967822264213481,"score_gpt":0.3574063688382749,"score_spread":0.1606241424169268,"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."}}