{"id":"W2951689791","doi":"10.3899/jrheum.181141","title":"Evolution of Pulmonary Function in a Cohort of Patients with Interstitial Lung Disease and Positive for Antisynthetase Antibodies","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary function testing; Antisynthetase syndrome; Interstitial lung disease; Lung; Internal medicine; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; DLCO; Surgery; Diffusing capacity; Lung function","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329273,0.00006996787,0.0003628033,0.0001394624,0.00002101577,0.000001482363,0.00003726002,0.00003514327,0.000009785457],"category_scores_gemma":[0.00004729451,0.0000427236,0.00004713842,0.00005127307,0.0001328126,0.00009647528,0.00001873683,0.00008583946,3.23872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002908206,"about_ca_system_score_gemma":0.00006656682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004382568,"about_ca_topic_score_gemma":0.000006248532,"domain_scores_codex":[0.9993009,0.00007340396,0.0003614686,0.0000550544,0.0001187834,0.00009040312],"domain_scores_gemma":[0.9991049,0.0001371072,0.0003969258,0.00008325146,0.0002405139,0.0000372708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01617168,0.00009809228,0.9820127,0.0003519608,0.000122709,0.000009926589,0.0002409702,0.00002120452,0.000366706,0.000382144,0.00004495566,0.0001769525],"study_design_scores_gemma":[0.002074943,0.0007197067,0.9934242,0.0008378368,0.0002733873,0.0006304322,0.0002769756,0.001435342,0.0001522618,0.000126373,0.000005471354,0.00004310206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976143,0.000560248,0.001164023,0.0000972831,0.0001305106,0.0003643782,0.00003283415,0.000001796145,0.0000346644],"genre_scores_gemma":[0.9997876,0.000122131,0.0000512745,0.00001518148,0.000004112047,0.000001320833,0.000008066437,0.000006632294,0.000003678703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409674,"threshold_uncertainty_score":0.1742218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002723455118557114,"score_gpt":0.2092247327218504,"score_spread":0.2065012776032933,"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."}}