{"id":"W4287432835","doi":"10.4103/0973-3698.332974","title":"Connective Tissue Disease-Associated Interstitial Lung Disease - A Multicenter Observational Study from India","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Rheumatology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada","funders":"","keywords":"Medicine; Interstitial lung disease; Internal medicine; Rheumatology; DLCO; Connective tissue disease; Rheumatoid arthritis; Mixed connective tissue disease; Medical record; Azathioprine; Undifferentiated connective tissue disease; Pulmonary function testing; Cohort; Lung; Disease; Diffusing capacity; Autoimmune disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000189361,0.0002419033,0.0007145953,0.0002062244,0.0001215007,0.00004858392,0.0001897543,0.0001099602,0.001070898],"category_scores_gemma":[0.00141838,0.0002247984,0.0003229702,0.0002037169,0.0001316202,0.000246063,0.0000928164,0.0004384099,0.0000327438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002750646,"about_ca_system_score_gemma":0.001281631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009159224,"about_ca_topic_score_gemma":0.00003816833,"domain_scores_codex":[0.9976832,0.000371666,0.000831296,0.0003221064,0.0004563042,0.0003354515],"domain_scores_gemma":[0.9973433,0.000310319,0.0005183905,0.0002529568,0.0007438847,0.0008311771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009941156,0.002290442,0.9545347,0.00009956859,0.001074287,0.02746866,0.001960735,0.00001089177,0.0001483369,0.000171035,0.002015392,0.0002848004],"study_design_scores_gemma":[0.006401553,0.001610371,0.9841338,0.001629568,0.00109944,0.0007777959,0.002710954,0.0004293949,0.00005846002,0.000469793,0.000398398,0.0002804168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936965,0.001788853,0.0002084043,0.001986721,0.001430312,0.0003492523,0.0004625164,0.00002178127,0.00005562261],"genre_scores_gemma":[0.9986113,0.00007651238,0.000117743,0.0006319599,0.0001611992,0.00001424709,0.0002711859,0.00003345448,0.00008241156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02959916,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230011481395535,"score_gpt":0.3006626272324631,"score_spread":0.2783625124185077,"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."}}