{"id":"W3127453990","doi":"10.1164/rccm.2034p10","title":"Nondrug Treatments for Idiopathic Pulmonary Fibrosis: IPF Part 3","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Respiratory system; Intensive care medicine; Internal medicine; Fibrosis; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007607859,0.0005203794,0.0005656581,0.001319868,0.0006175475,0.0008262265,0.0004844739,0.001704557,0.01471898],"category_scores_gemma":[0.001653564,0.0001399964,0.0006004479,0.0005419917,0.0003645916,0.0003663064,0.0004051242,0.001404016,0.00459951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179581,"about_ca_system_score_gemma":0.001512399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386849,"about_ca_topic_score_gemma":0.01010999,"domain_scores_codex":[0.9995347,0.0000626,0.00005373245,0.00002505193,0.000279693,0.00004424234],"domain_scores_gemma":[0.9984148,0.0003866735,0.0003358461,0.0000512191,0.000462473,0.0003489585],"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":[0.0002773803,0.0003184872,0.002406357,0.001267244,0.00005302794,0.0005415842,0.00003703003,0.0002287506,0.003411427,0.001574633,0.5755581,0.414326],"study_design_scores_gemma":[0.0002474187,0.0005026192,0.02519991,0.001994983,0.0000972272,0.003013761,0.00005006924,0.0004061931,0.001245204,0.001644972,0.965574,0.00002377872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01315022,0.6701594,0.002840145,0.05457585,0.02996576,0.001110125,0.002360542,0.0006549551,0.225183],"genre_scores_gemma":[0.07954874,0.5893978,0.007878469,0.03552287,0.06119559,0.001334537,0.004883572,0.0001912029,0.2200471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01471898,"threshold_uncertainty_score":0.04923987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874382178841461,"score_gpt":0.3133697264028744,"score_spread":0.2946259046144598,"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."}}