{"id":"W2136360709","doi":"10.1017/cbo9780511586040.032","title":"Restrictive Lung Disease to Rheumatoid Arthritis","year":2007,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Rheumatoid arthritis; Medicine; Lung disease; Lung; Content (measure theory); Internal medicine; Mathematics","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":[0.0001889977,0.0008136724,0.0006195912,0.001331465,0.0003852133,0.000915431,0.0004871534,0.0007312211,0.05355924],"category_scores_gemma":[0.0005240746,0.0002157914,0.000363138,0.0009229321,0.0006266575,0.000842444,0.0009097435,0.002063972,0.02598487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006030952,"about_ca_system_score_gemma":0.0006651734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547938,"about_ca_topic_score_gemma":0.005214669,"domain_scores_codex":[0.9998899,0.00002102244,0.000006885986,0.00002211237,0.00004172583,0.00001838089],"domain_scores_gemma":[0.9998374,0.00007628197,0.00001231713,0.000009860569,0.00003227506,0.00003180445],"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":[0.00003590825,0.00006083638,0.000144044,0.001164629,0.000007460766,0.0002772631,0.0002570091,0.0001914387,0.0006196839,0.01112575,0.6958662,0.2902499],"study_design_scores_gemma":[0.000006754227,0.00002248521,0.0007046142,0.0006433295,0.000004115559,0.0006752234,0.00004191422,0.00003304904,0.00006830127,0.003047034,0.9947497,0.000003436944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001236941,0.5029688,0.001793888,0.008462413,0.01811792,0.0001227922,0.0004855098,0.0003021683,0.4665096],"genre_scores_gemma":[0.00662789,0.2714581,0.001872169,0.01504855,0.01132681,0.0001327609,0.0007633982,0.0001175192,0.6926529],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05355924,"threshold_uncertainty_score":0.1791735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783330921988417,"score_gpt":0.2272328157416654,"score_spread":0.2093995065217812,"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."}}