{"id":"W4410201594","doi":"10.1016/j.chest.2024.12.005","title":"POINT: Should the Progressive Pulmonary Fibrosis Clinical Practice Guideline Be Adopted for Clinical Practice? Yes","year":2025,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"Boehringer Ingelheim; F. Hoffmann-La Roche","keywords":"Guideline; Clinical Practice; Medicine; Pulmonary fibrosis; Intensive care medicine; Point (geometry); Field (mathematics); Medical physics; Family medicine; Internal medicine; Fibrosis; Pathology; 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":[0.02372264,0.003041397,0.0059377,0.004373825,0.005430298,0.01136878,0.00615522,0.06536471,0.01499283],"category_scores_gemma":[0.1066299,0.002186761,0.005045361,0.002389716,0.005982998,0.006187677,0.002968968,0.06158098,0.02030567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006031472,"about_ca_system_score_gemma":0.01095268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005386404,"about_ca_topic_score_gemma":0.01557488,"domain_scores_codex":[0.9772285,0.004844,0.003922618,0.00165199,0.01097353,0.001379307],"domain_scores_gemma":[0.8958874,0.03625689,0.00620898,0.002823008,0.04495133,0.01387226],"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":[0.00001844696,0.00001102709,0.00004276044,0.0001239402,0.00002041988,0.00007214155,0.000009770359,0.00001532555,0.00001686205,0.0001996245,0.9970881,0.002381507],"study_design_scores_gemma":[0.0002747914,0.00005556592,0.0008258059,0.001812227,0.0002129365,0.000354109,0.0001148145,0.0002701692,0.00009286525,0.002225652,0.9936885,0.00007262634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002925563,0.00174933,0.0001324556,0.2164052,0.7797874,0.00003861279,0.00006498784,0.00004963412,0.001743075],"genre_scores_gemma":[0.000320817,0.001582051,0.000274514,0.2365964,0.7554106,0.00006831506,0.0000573639,0.00003481411,0.005655187],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06536471,"threshold_uncertainty_score":0.1254588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258872197231194,"score_gpt":0.4587265223755585,"score_spread":0.3961378004032465,"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."}}