{"id":"W1981060774","doi":"10.1177/0269216314566839","title":"Outcomes of lung transplant candidates referred for co-management by palliative care: A retrospective case series","year":2015,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Palliative care; Lung transplantation; Transplantation; Opioid; Intensive care medicine; Retrospective cohort study; Referral; Interstitial lung disease; Lung; Medical prescription; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005265484,0.0003927066,0.001201822,0.000191011,0.0001084714,0.000007624293,0.0001184684,0.0001094718,0.00006496588],"category_scores_gemma":[0.0002602288,0.0002674598,0.0001568892,0.0002952085,0.0003274526,0.0001052698,0.00001338339,0.0001947275,0.000003269577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151317,"about_ca_system_score_gemma":0.0000891146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003949677,"about_ca_topic_score_gemma":0.0002295978,"domain_scores_codex":[0.9977345,0.0001253489,0.0006828007,0.0004739075,0.0006040406,0.0003794128],"domain_scores_gemma":[0.9980854,0.0004353697,0.0002948365,0.0003089563,0.0005621067,0.0003133742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002294603,0.0001245577,0.9451333,0.00128823,0.001307814,0.0007742639,0.03993975,0.00000263013,0.0004504793,0.002887235,0.005220912,0.0005762664],"study_design_scores_gemma":[0.03865017,0.005724074,0.8785816,0.001744169,0.004728454,0.000275373,0.04483244,0.0002229256,0.01556702,0.001736068,0.007042481,0.0008952654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231698,0.01205677,0.1143236,0.01493435,0.001673637,0.009377547,0.006264363,0.000400557,0.01779945],"genre_scores_gemma":[0.9827895,0.0007946733,0.01294931,0.0004334842,0.0001308109,0.0002553905,0.0009236782,0.00004776557,0.001675443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596197,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06031978620911709,"score_gpt":0.3929878813778364,"score_spread":0.3326680951687193,"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."}}