{"id":"W2617971791","doi":"10.1111/resp.13080","title":"Year in review 2016: Interstitial lung disease, pulmonary vascular disease, pulmonary function, paediatric lung disease, cystic fibrosis and sleep","year":2017,"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":"","keywords":"Medicine; Cystic fibrosis; Pulmonary function testing; Interstitial lung disease; Lung disease; Lung; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Disease; Lung function; Restrictive lung disease; Pathology; Intensive care medicine; 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":[0.001614675,0.001335536,0.003742388,0.009056102,0.0008696964,0.006218775,0.00204182,0.003448722,0.06264718],"category_scores_gemma":[0.0101368,0.0006310729,0.001705533,0.006413246,0.0009349372,0.004992606,0.002133188,0.003247145,0.02302402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994397,"about_ca_system_score_gemma":0.004775134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647437,"about_ca_topic_score_gemma":0.002819537,"domain_scores_codex":[0.997727,0.0002747324,0.0005675959,0.0003091699,0.0008548178,0.0002667826],"domain_scores_gemma":[0.9907222,0.002077084,0.002004583,0.0002138905,0.003625107,0.001357235],"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":[0.0002016945,0.00005971104,0.001122133,0.05313388,0.0002936776,0.0006725062,0.0001505509,0.0001312376,0.0006975687,0.001364768,0.7089091,0.2332632],"study_design_scores_gemma":[0.00004832336,0.0000578233,0.001586896,0.02050866,0.0002111557,0.003046071,0.000127983,0.00003744499,0.0001141455,0.0006156546,0.9736086,0.00003716982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000477669,0.8843725,0.000195685,0.009222185,0.09784514,0.000146568,0.0007830335,0.0001138397,0.006843327],"genre_scores_gemma":[0.002953853,0.8767367,0.0004320623,0.01229298,0.09130596,0.0001224747,0.001353793,0.0001041391,0.01469801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06264718,"threshold_uncertainty_score":0.2095757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025985488421124,"score_gpt":0.3090932459372046,"score_spread":0.2888333910529934,"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."}}