{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000603383,0.001093097,0.003099076,0.00113881,0.0001379253,0.00003448332,0.0006805701,0.0004215787,0.001372213],"category_scores_gemma":[0.0003341187,0.0008209086,0.000986853,0.0009960313,0.0007425584,0.0002007831,0.0003917794,0.00133107,0.0003489078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008872884,"about_ca_system_score_gemma":0.001126631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003115147,"about_ca_topic_score_gemma":3.637082e-7,"domain_scores_codex":[0.9944701,0.0003112859,0.001859048,0.001392108,0.001088746,0.0008787721],"domain_scores_gemma":[0.9967824,0.0001976691,0.0005350309,0.001136193,0.0001918587,0.001156815],"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":[0.002778593,0.001418593,0.0003672366,0.2505521,0.0002125698,0.0005342163,0.00006697924,3.375696e-7,3.369579e-7,0.0005330847,0.147062,0.5964739],"study_design_scores_gemma":[0.0006584337,0.000728028,0.00005032642,0.2802538,0.001191022,0.0002388247,0.00002299156,0.000434645,1.481765e-8,0.00008553737,0.7158328,0.0005035903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001661635,0.971171,0.0001004123,0.0003213967,0.02301367,0.002148108,0.0002948108,0.0001519682,0.002796969],"genre_scores_gemma":[0.00009731331,0.9780053,0.00001680953,0.00006397043,0.01541622,0.0004487206,0.00480955,0.0001620244,0.0009800371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5959703,"threshold_uncertainty_score":0.9995407,"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."}}