{"id":"W4286615364","doi":"10.1164/rccm.202206-1166le","title":"Progressive Pulmonary Fibrosis: Putting the Cart Before the Horse","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Cart; Horse; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Intensive care medicine; Fibrosis; Internal medicine; 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":[0.001999717,0.001075275,0.001248391,0.0009094631,0.006128828,0.004117548,0.001713952,0.06425703,0.007113483],"category_scores_gemma":[0.0123038,0.0007949417,0.001453492,0.0006503412,0.002618962,0.00490711,0.001583137,0.04147881,0.003400919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004161634,"about_ca_system_score_gemma":0.004598831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009184464,"about_ca_topic_score_gemma":0.0197157,"domain_scores_codex":[0.9974585,0.001008942,0.0002817583,0.000294742,0.0005069157,0.0004491344],"domain_scores_gemma":[0.9964976,0.001305639,0.0001985392,0.00009906889,0.0006033348,0.00129594],"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":[0.0001461557,0.0002124262,0.003440863,0.00009254097,0.00003946588,0.04471361,0.0004734873,0.0001687924,0.000469316,0.004251373,0.9370214,0.008970654],"study_design_scores_gemma":[0.0005032095,0.0004855543,0.008392471,0.001148733,0.0001078977,0.05913653,0.003937009,0.002169583,0.0004096738,0.02018442,0.9032891,0.0002356605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001489308,0.001637335,0.0001136105,0.9668788,0.02271005,0.0000254221,0.00002508618,0.00002094315,0.007099331],"genre_scores_gemma":[0.01356537,0.002015234,0.0004428374,0.8959659,0.0712974,0.00004392508,0.00002719241,0.00003323883,0.01660893],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06425703,"threshold_uncertainty_score":0.03019494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309847436025341,"score_gpt":0.2938596744133124,"score_spread":0.280761200053059,"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."}}