{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006036505,0.001023931,0.002544394,0.0008567945,0.0002069383,0.00005487503,0.000314357,0.0004515158,0.0005018999],"category_scores_gemma":[0.0006427905,0.0008293516,0.001095873,0.0006170935,0.0004274161,0.0003251799,0.0004815485,0.0006776781,0.0001063435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692809,"about_ca_system_score_gemma":0.0007535447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001533571,"about_ca_topic_score_gemma":0.00000152108,"domain_scores_codex":[0.9944879,0.0008450507,0.001497241,0.001684603,0.0005946714,0.0008905111],"domain_scores_gemma":[0.9959938,0.0003861899,0.0005360462,0.001097611,0.0001807484,0.001805628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01960432,0.001092788,0.02360189,0.4564925,0.001098151,0.006990264,0.00001716158,0.000003823011,0.000004675281,0.000805015,0.01555735,0.474732],"study_design_scores_gemma":[0.0008818325,0.0004434729,0.04160682,0.09831554,0.01581414,0.0001511536,0.000004275182,0.0008157705,1.110511e-8,0.0003566615,0.8405677,0.001042604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008915593,0.9936887,0.0002023601,0.0009267303,0.0007573742,0.002930578,0.001136956,0.000111459,0.0001566645],"genre_scores_gemma":[0.005514777,0.9890693,0.00002000513,0.0006928745,0.00156268,0.0007385079,0.001719357,0.0001803405,0.0005021059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8250104,"threshold_uncertainty_score":0.9994158,"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."}}