{"id":"W3041100638","doi":"10.1186/s12931-020-01418-9","title":"Early referral to palliative care in IPF – pitfalls and opportunities in clinical trials","year":2020,"lang":"en","type":"letter","venue":"Respiratory Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Palliative care; Medicine; Referral; Intensive care medicine; Clinical trial; Internal medicine; Family medicine; Nursing","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":[0.0403754,0.000810604,0.003259401,0.001263303,0.00515598,0.00796548,0.003678528,0.07013189,0.009418985],"category_scores_gemma":[0.113865,0.00101041,0.002508664,0.001833054,0.007594306,0.01152321,0.004099727,0.04397465,0.004334792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005919049,"about_ca_system_score_gemma":0.0139505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086286,"about_ca_topic_score_gemma":0.01027361,"domain_scores_codex":[0.9638184,0.02345453,0.004898612,0.001539052,0.004280949,0.002008466],"domain_scores_gemma":[0.797569,0.1523653,0.006728673,0.003677327,0.01452101,0.02513867],"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":[0.001115202,0.0003032816,0.002625896,0.0007451501,0.0001234246,0.002963922,0.0003821875,0.0002971803,0.0004478766,0.01301012,0.9137904,0.06419542],"study_design_scores_gemma":[0.002765161,0.0008182668,0.002831019,0.004097742,0.000198899,0.003016816,0.001199782,0.001509332,0.0003687152,0.07465435,0.9082894,0.0002504617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002861024,0.003215779,0.0000877084,0.9878718,0.007443847,0.00001594043,0.00002875298,0.00001071011,0.001039481],"genre_scores_gemma":[0.006729986,0.003922907,0.001035445,0.9271938,0.05954767,0.0001329658,0.00004985043,0.00002379278,0.001363584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07013189,"threshold_uncertainty_score":0.213528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5843015706001804,"score_gpt":0.5323006491738711,"score_spread":0.0520009214263093,"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."}}