{"id":"W4385651165","doi":"10.1177/10499091231194722","title":"The Impact of Integrated Palliative Care on Survival in Idiopathic Pulmonary Fibrosis: A Retrospective Multicenter Comparison","year":2023,"lang":"en","type":"article","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network; Alberta Health Services; University of Alberta","funders":"University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Palliative care; Idiopathic pulmonary fibrosis; Cohort; Retrospective cohort study; Pulmonary fibrosis; Proportional hazards model; Interstitial lung disease; Hazard ratio; Cohort study; Referral; Internal medicine; Intensive care medicine; Emergency medicine; Lung; Family medicine; Nursing; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003493953,0.000341317,0.0004105081,0.001143539,0.00051314,0.000732768,0.0005113023,0.0006773682,0.001130147],"category_scores_gemma":[0.005802196,0.0002325912,0.0009734306,0.001199823,0.0004983967,0.0006091287,0.0008053699,0.000477448,0.0001260834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034128,"about_ca_system_score_gemma":0.000824058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006448998,"about_ca_topic_score_gemma":0.0074006,"domain_scores_codex":[0.997978,0.0009338962,0.0002135793,0.0003148231,0.0002854156,0.0002743634],"domain_scores_gemma":[0.994894,0.001361292,0.002181115,0.0002748575,0.0005268713,0.0007619692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006069806,0.00007321077,0.9982166,0.00001459475,0.0001561642,0.00004430209,0.00008299571,0.00006019541,0.00002920887,0.00001483933,0.00004803116,0.0006528806],"study_design_scores_gemma":[0.0001640885,0.001343135,0.9967108,0.00002402256,0.00017647,0.0002925112,0.0006110523,0.0004198982,0.00004569928,0.00002658203,0.0001753153,0.00001030613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994661,0.0001933624,0.00004034458,0.00002329314,0.000002369905,0.00001772936,0.0001464289,0.000001009593,0.0001092922],"genre_scores_gemma":[0.9995277,0.00006671732,0.00004620008,0.00001398491,0.000007239572,0.00002333497,0.0002926383,7.542203e-7,0.00002150496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006448998,"threshold_uncertainty_score":0.01847798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007058833286226,"score_gpt":0.339826720612426,"score_spread":0.3197561322795637,"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."}}