{"id":"W4313609347","doi":"10.12775/jehs.2023.13.02.039","title":"Idiopathic pulmonary fibrosis - novel approach on future treatment","year":2023,"lang":"en","type":"article","venue":"Journal of Education Health and Sport","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Louisiana-Pacific (Canada)","funders":"","keywords":"Pirfenidone; Nintedanib; Idiopathic pulmonary fibrosis; Medicine; Intensive care medicine; Disease; Clinical trial; Pulmonary fibrosis; Quality of life (healthcare); Randomized controlled trial; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029372,0.0001278552,0.0003580773,0.0002654333,0.0001233412,0.00001442971,0.00004440301,0.00006893971,0.00001633106],"category_scores_gemma":[0.00001643561,0.0000920215,0.0001517473,0.0002372672,0.00002441079,0.00008291636,0.000007312769,0.0001669446,0.000009132865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135257,"about_ca_system_score_gemma":0.001832818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003920373,"about_ca_topic_score_gemma":2.143771e-7,"domain_scores_codex":[0.9989166,0.00001487328,0.0004603712,0.0001528458,0.0002543027,0.0002009962],"domain_scores_gemma":[0.9988422,0.00001038155,0.000288483,0.0001382624,0.0001340575,0.0005865578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03891369,0.0236556,0.1995971,0.007718519,0.0004843796,0.000621502,0.009379288,0.00009533888,0.002332245,0.00969241,0.0773206,0.6301893],"study_design_scores_gemma":[0.00277516,0.03824867,0.6040046,0.002882628,0.0003119199,0.007294185,0.01888722,0.0008988239,0.00006125726,0.0002447841,0.3239269,0.0004637847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719623,0.008204951,0.00002619899,0.01517726,0.001790175,0.0004002,0.00002252861,0.00002947487,0.002386962],"genre_scores_gemma":[0.9906027,0.003269168,0.0003777799,0.001566417,0.002848833,0.00001447266,0.000088796,0.00001643083,0.001215401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6297255,"threshold_uncertainty_score":0.3752528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442501695897097,"score_gpt":0.3181799873454355,"score_spread":0.2937549703864645,"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."}}