{"id":"W2274534862","doi":"10.1111/resp.12749","title":"Year in review 2015: Interstitial lung disease, pulmonary vascular disease, pulmonary function, sleep and ventilation, cystic fibrosis and paediatric lung disease","year":2016,"lang":"en","type":"review","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Interior Health","funders":"ResMed; Vertex Pharmaceuticals","keywords":"Medicine; Pirfenidone; Nintedanib; Idiopathic pulmonary fibrosis; Usual interstitial pneumonia; Interstitial lung disease; Pulmonary function testing; Lung biopsy; Intensive care medicine; Lung; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0009758287,0.001395057,0.003032485,0.00740321,0.0006723237,0.004429501,0.001958092,0.003390987,0.07890221],"category_scores_gemma":[0.005993903,0.0004567395,0.001427853,0.005306101,0.0006733557,0.00433508,0.002157384,0.00334018,0.03186335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445466,"about_ca_system_score_gemma":0.003587635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249277,"about_ca_topic_score_gemma":0.002233137,"domain_scores_codex":[0.9986244,0.000173527,0.0002973252,0.0002189198,0.0005057422,0.0001800468],"domain_scores_gemma":[0.9957027,0.001190279,0.0008787626,0.0001090713,0.001440501,0.0006787722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001634476,0.00007124378,0.0006850447,0.03561175,0.0001910717,0.0005151195,0.0001026112,0.0001610843,0.00066594,0.001889141,0.491483,0.4684607],"study_design_scores_gemma":[0.00002810015,0.00004861378,0.0008303341,0.01092726,0.0001278325,0.001915972,0.00007385154,0.00002701752,0.00006617624,0.0007184993,0.9852149,0.00002147418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002931622,0.9391699,0.0002422565,0.005879523,0.04406616,0.000102624,0.0005156985,0.0001114463,0.009619199],"genre_scores_gemma":[0.001769317,0.9246864,0.0004988325,0.008869228,0.04827451,0.00007552353,0.001120522,0.00006307075,0.01464263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07890221,"threshold_uncertainty_score":0.2639542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009689963693074828,"score_gpt":0.2839570816568734,"score_spread":0.2742671179637985,"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."}}