{"id":"W4367607034","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1112","title":"Circulating Biomarkers in Patients With Progressive Pulmonary Fibrosis: Data From the INBUILD Trial","year":2023,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Pulmonary fibrosis; Internal medicine; Fibrosis; Idiopathic pulmonary fibrosis; Cardiology; Lung","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":[0.001418232,0.0009376925,0.00247838,0.0001937439,0.0002459461,0.001226784,0.0004772643,0.0007695555,0.001604598],"category_scores_gemma":[0.002528998,0.0002372278,0.001124865,0.0005224446,0.0004654033,0.0009201492,0.0005129261,0.001772641,0.000242741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715039,"about_ca_system_score_gemma":0.0004718438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006442809,"about_ca_topic_score_gemma":0.001056393,"domain_scores_codex":[0.9993749,0.0003463379,0.00003956486,0.00008259326,0.00006644369,0.00009013577],"domain_scores_gemma":[0.9984286,0.0006063028,0.0004468596,0.0001567256,0.00008963675,0.000271831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7786602,0.002400166,0.1313029,0.001568454,0.01284623,0.0003230671,0.0001389168,0.001904619,0.005938573,0.0007560792,0.005476736,0.05868403],"study_design_scores_gemma":[0.3021141,0.03942019,0.6233274,0.0005531596,0.0177904,0.000765382,0.0003035487,0.002187982,0.002761573,0.002753895,0.007879595,0.0001427359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800233,0.01559459,0.0002604244,0.0007805423,0.0001536265,0.00008561391,0.00133479,0.00002860768,0.001738578],"genre_scores_gemma":[0.9925207,0.003597351,0.0003090957,0.0005526973,0.0002422416,0.0001056944,0.002107799,0.000009926676,0.0005545631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247838,"threshold_uncertainty_score":0.00750041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900405378335947,"score_gpt":0.2817689288736802,"score_spread":0.2527648750903208,"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."}}