{"id":"W3164412384","doi":"10.1016/j.ccm.2021.03.013","title":"Care Delivery Models and Interstitial Lung Disease","year":2021,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canada Research Chairs; University Health Network","funders":"","keywords":"Medicine; Interstitial lung disease; Leverage (statistics); Health care; Intensive care medicine; Health care delivery; Nursing; Medical emergency; Lung; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003705898,0.0006482174,0.003180855,0.0003756337,0.00006990433,0.00002751341,0.0002317541,0.0005099284,0.0001637122],"category_scores_gemma":[0.0005496504,0.0005127049,0.0006444756,0.0003551652,0.0004369311,0.0001097143,0.0002905082,0.001173482,0.00001225332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004385143,"about_ca_system_score_gemma":0.001301183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004369739,"about_ca_topic_score_gemma":0.00000630714,"domain_scores_codex":[0.9965781,0.0001971453,0.001376584,0.0009671803,0.0004445401,0.0004364237],"domain_scores_gemma":[0.9974735,0.00048201,0.0003059522,0.0007467614,0.0002320783,0.0007596961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007771527,0.0002611778,0.0001419119,0.1328267,0.0002994597,0.005806095,0.0006781025,0.000003151323,1.36092e-7,0.0009334906,0.002255147,0.8560175],"study_design_scores_gemma":[0.001476036,0.0009167857,0.0000178295,0.2425234,0.006143698,0.0001914917,0.0007589281,0.001173045,2.758352e-8,0.0001171161,0.7461542,0.0005274651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005497357,0.9949248,0.00008082394,0.0002509163,0.001370675,0.0009744923,0.0001854083,0.00005273035,0.002105221],"genre_scores_gemma":[0.002317054,0.9925206,0.0001002181,0.0005360391,0.002239723,0.0001126227,0.001676498,0.0001099716,0.0003872838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.85549,"threshold_uncertainty_score":0.9997324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07844275993771682,"score_gpt":0.4028196560328159,"score_spread":0.3243768960950991,"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."}}