{"id":"W3037443573","doi":"10.1183/13993003.00894-2020","title":"Progressive fibrosing interstitial lung disease: we know it behaves badly, but what does that mean?","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Interstitial lung disease; Medicine; Lung; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Disease; Lung disease; Pathology; Progressive disease; Fibrosis; Internal medicine","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":[0.001314598,0.0007089069,0.00100814,0.0009076665,0.003075311,0.002046485,0.001072695,0.03047441,0.01088618],"category_scores_gemma":[0.01087944,0.00045687,0.0009162831,0.0007095937,0.00200579,0.004259426,0.001003486,0.02117897,0.01049848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115233,"about_ca_system_score_gemma":0.002188878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005264901,"about_ca_topic_score_gemma":0.006871626,"domain_scores_codex":[0.9985814,0.0004372047,0.0001861266,0.0001827729,0.0003895522,0.0002229552],"domain_scores_gemma":[0.9969935,0.0011656,0.0002083749,0.0001003324,0.0007305388,0.0008015901],"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":[0.00007606885,0.00005960744,0.002763176,0.00007521317,0.00001504583,0.01632154,0.0001591689,0.00007660597,0.000360996,0.003265052,0.9625235,0.01430402],"study_design_scores_gemma":[0.0002935722,0.000202979,0.007439539,0.001688048,0.00006494964,0.09701149,0.001248085,0.001320965,0.0003718218,0.02856568,0.8616206,0.0001722977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007711094,0.002296575,0.00009664305,0.9797465,0.01063426,0.0000123662,0.00005347591,0.0000326121,0.006356487],"genre_scores_gemma":[0.008369705,0.0037055,0.0003768883,0.9260762,0.0518995,0.00003510592,0.00007814661,0.00003567584,0.009423395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03047441,"threshold_uncertainty_score":0.03641796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986914204662016,"score_gpt":0.278662103959833,"score_spread":0.2487929619132128,"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."}}