{"id":"W3150578286","doi":"10.1164/rccm.202103-0559up","title":"Update in Interstitial Lung Disease 2020","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"","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":[0.002809269,0.001088438,0.002307198,0.006356866,0.0005083864,0.003033611,0.001460434,0.004233591,0.01476597],"category_scores_gemma":[0.008980323,0.0005814892,0.0012224,0.003943769,0.0006461808,0.003382052,0.00149157,0.004316598,0.008819946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612622,"about_ca_system_score_gemma":0.002713528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422283,"about_ca_topic_score_gemma":0.007747647,"domain_scores_codex":[0.9986958,0.0002489242,0.0003080036,0.0001141398,0.000485404,0.0001477534],"domain_scores_gemma":[0.9931028,0.002244013,0.000844357,0.0001364133,0.002783813,0.0008887435],"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":[0.0001865405,0.00003709961,0.0006532932,0.004291585,0.00008524496,0.0002608483,0.00003092979,0.0001393299,0.0002570201,0.001099109,0.6388464,0.3541125],"study_design_scores_gemma":[0.0000435629,0.0000551699,0.001038069,0.004183815,0.000135943,0.0005971183,0.0000265862,0.00006645368,0.00006209328,0.0003503302,0.993425,0.00001587242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003736959,0.9120138,0.0005102582,0.02539982,0.04637926,0.00003585933,0.001015215,0.000155737,0.0141164],"genre_scores_gemma":[0.003853507,0.8625177,0.001644777,0.03191553,0.08453306,0.00008222448,0.00216929,0.00005587552,0.01322801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01476597,"threshold_uncertainty_score":0.04939711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009521078918823133,"score_gpt":0.3077077592644393,"score_spread":0.2981866803456161,"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."}}