{"id":"W2121656389","doi":"10.1183/09031936.00200614","title":"A new era in idiopathic pulmonary fibrosis: considerations for future clinical trials","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Clinical trial; Idiopathic pulmonary fibrosis; Intensive care medicine; Medicine; Drug development; Engineering ethics; Pathology; Internal medicine; Drug; Engineering; Lung; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3675294,0.002157793,0.007494706,0.003530429,0.004084255,0.0162832,0.007790887,0.03719024,0.01209966],"category_scores_gemma":[0.2852901,0.001514595,0.006215246,0.002786817,0.01644715,0.03630094,0.008939674,0.03790107,0.003836439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006241247,"about_ca_system_score_gemma":0.04284305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608482,"about_ca_topic_score_gemma":0.002953363,"domain_scores_codex":[0.8217748,0.1255671,0.02030504,0.005566109,0.02256611,0.004220823],"domain_scores_gemma":[0.4901006,0.3856651,0.01725361,0.0204181,0.05009135,0.03647133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004773906,0.001874125,0.002623549,0.01268191,0.0006313602,0.002222776,0.001971606,0.003367476,0.001737254,0.2494599,0.2051315,0.5135247],"study_design_scores_gemma":[0.003829456,0.004490993,0.001986426,0.02459524,0.0007479906,0.001644881,0.00240513,0.00301488,0.0005460056,0.3216482,0.6347301,0.0003606764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007588779,0.1584317,0.01079872,0.8081771,0.01607927,0.0005878881,0.0001079994,0.000135812,0.004922554],"genre_scores_gemma":[0.03625092,0.1672212,0.1486931,0.543613,0.09357678,0.006131954,0.0004703014,0.0002567313,0.003785944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3675294,"threshold_uncertainty_score":0.7799489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806543507767924,"score_gpt":0.4023534060617416,"score_spread":0.2216990552849492,"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."}}