{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001470984,0.0006234893,0.001200673,0.001511526,0.0004519665,0.001791876,0.0007779807,0.001806079,0.009649898],"category_scores_gemma":[0.002366124,0.0001637802,0.00138128,0.0007939583,0.0008094003,0.002405116,0.0009632105,0.002595612,0.001619971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056827,"about_ca_system_score_gemma":0.002470635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008164568,"about_ca_topic_score_gemma":0.002131362,"domain_scores_codex":[0.9990903,0.0003352859,0.0001381644,0.0001277058,0.0002233889,0.00008506576],"domain_scores_gemma":[0.9987805,0.0005637583,0.0001665532,0.00004522735,0.0003497862,0.00009408766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003817997,0.0003122,0.001107508,0.03643657,0.0004013383,0.0009552955,0.00024046,0.0005022617,0.001672818,0.02571943,0.0564424,0.8758277],"study_design_scores_gemma":[0.0002600894,0.0005470761,0.002401943,0.03496334,0.0008287763,0.003961281,0.0004877706,0.0006595367,0.0008339019,0.02498028,0.9300149,0.00006103875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005409069,0.9811038,0.0009796587,0.0113932,0.001809331,0.00003254461,0.00005268324,0.00002436509,0.004063559],"genre_scores_gemma":[0.01214897,0.9732378,0.002418093,0.005814511,0.003711687,0.00007808976,0.0001154608,0.00000963951,0.002465733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009649898,"threshold_uncertainty_score":0.03228211,"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."}}