{"id":"W2883372780","doi":"10.1097/mcp.0000000000000509","title":"Unclassifiable interstitial lung disease","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Intensive care medicine; Pulmonary fibrosis; Disease; Internal medicine; Lung; Pathology","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":[0.0009656952,0.0008504668,0.001790031,0.003474428,0.0003291762,0.001468196,0.0009982283,0.0009650054,0.005693655],"category_scores_gemma":[0.003663649,0.0002198999,0.0008756625,0.00253117,0.000621354,0.00140266,0.0008456607,0.001230945,0.001979604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005654541,"about_ca_system_score_gemma":0.002702813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387108,"about_ca_topic_score_gemma":0.002069646,"domain_scores_codex":[0.9992425,0.0001387422,0.0002065081,0.0001023255,0.0002485785,0.0000613072],"domain_scores_gemma":[0.998069,0.0009204673,0.0004880851,0.00005142137,0.0003853063,0.00008581224],"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":[0.00007286423,0.00003078641,0.0008987421,0.08516356,0.000291604,0.0005999848,0.0001245472,0.000243273,0.0006258171,0.002582497,0.08348877,0.8258775],"study_design_scores_gemma":[0.00002451043,0.00004876889,0.002486562,0.05082108,0.0005111743,0.006721983,0.000114439,0.00009776636,0.0002597801,0.002175879,0.9367107,0.00002735126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008250807,0.9980423,0.00008433068,0.0003376967,0.0004784674,0.000009201742,0.00005103961,0.000007540327,0.0009068245],"genre_scores_gemma":[0.001054217,0.9974748,0.0001483346,0.0003837114,0.0004918837,0.000008308923,0.00009764612,0.000002296982,0.0003386955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005693655,"threshold_uncertainty_score":0.01904714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147551028629566,"score_gpt":0.4236088171249687,"score_spread":0.3088537142620121,"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."}}