{"id":"W3113051965","doi":"10.1002/onco.13625","title":"Timing of Palliative Care Referral Before and After Evidence from Trials Supporting Early Palliative Care","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Kelowna General Hospital; University Health Network","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; University of Toronto","keywords":"Palliative care; Referral; Medicine; Nursing; Intensive care medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06767938,0.0003675676,0.002353129,0.002355253,0.0007789755,0.004509035,0.001241242,0.001881131,0.003911559],"category_scores_gemma":[0.2871741,0.0004856428,0.003517865,0.003763352,0.000782894,0.002837509,0.001757426,0.002640241,0.0003782333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747209,"about_ca_system_score_gemma":0.00552257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861466,"about_ca_topic_score_gemma":0.005280741,"domain_scores_codex":[0.9100167,0.0540027,0.02103107,0.004939155,0.008065168,0.00194525],"domain_scores_gemma":[0.4931795,0.3110796,0.1649197,0.006977479,0.01535675,0.008486971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04810091,0.0009542792,0.7447718,0.02644488,0.008520624,0.0004833879,0.001152382,0.001141531,0.0008862843,0.001767989,0.006678949,0.159097],"study_design_scores_gemma":[0.00696867,0.009589894,0.9295319,0.02200045,0.008957358,0.001522459,0.001061228,0.001239782,0.001175924,0.003244426,0.01455296,0.0001550512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6472067,0.2962407,0.007121391,0.02788567,0.001874608,0.002468569,0.007492043,0.0001494236,0.009560934],"genre_scores_gemma":[0.9725193,0.01439614,0.005648357,0.003725847,0.0007168954,0.001201575,0.001378929,0.00003518876,0.0003777602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06767938,"threshold_uncertainty_score":0.357927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4021487820694182,"score_gpt":0.4974772671245456,"score_spread":0.09532848505512737,"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."}}