{"id":"W3040520845","doi":"10.1513/annalsats.202002-122rl","title":"Diagnostic Features in Combined Pulmonary Fibrosis and Emphysema: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary emphysema; Pulmonary fibrosis; Intensive care medicine; Pulmonary disease; MEDLINE; Pathology; Fibrosis; Internal medicine; Lung","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":[0.00297165,0.001104895,0.008098839,0.005733361,0.0003325069,0.001557254,0.001474905,0.001534714,0.004656803],"category_scores_gemma":[0.01382845,0.0009358035,0.007680154,0.00626638,0.0006429921,0.002178035,0.001528346,0.001033274,0.000307675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119686,"about_ca_system_score_gemma":0.003153356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552547,"about_ca_topic_score_gemma":0.02202254,"domain_scores_codex":[0.9975313,0.0006345875,0.001022528,0.000338757,0.0003678642,0.0001048885],"domain_scores_gemma":[0.9897351,0.007304557,0.002145127,0.0001218174,0.0005358473,0.0001574727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005785967,0.00003882622,0.006183737,0.8849303,0.05250184,0.0001739281,0.0001707966,0.0001303693,0.0002247643,0.0002244816,0.002818385,0.052024],"study_design_scores_gemma":[0.001633468,0.0003917729,0.03652781,0.4608581,0.475464,0.001210758,0.0005601164,0.0002184856,0.0001950575,0.0006296357,0.02215447,0.0001561921],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009917635,0.9984205,0.00005630492,0.00008135768,0.00005589617,0.00004963213,0.0002433675,0.000003436555,0.00009780993],"genre_scores_gemma":[0.02365587,0.9749035,0.0004331276,0.0004457324,0.00009724389,0.0001148656,0.0002727616,0.000003269307,0.00007370559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008098839,"threshold_uncertainty_score":0.01571578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05281403602562862,"score_gpt":0.39097068387699,"score_spread":0.3381566478513613,"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."}}