{"id":"W2110827705","doi":"10.1016/j.jpainsymman.2008.05.005","title":"Optimizing the Success of a Palliative Care Consult Service: How to Average Over 110 Consults Per Month","year":2008,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto; Northwestern University","keywords":"Palliative care; Medicine; Nursing; Service (business); Health care; Process management; Operations management; Family medicine; Business; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003989732,0.0008751058,0.001555137,0.002162586,0.002151658,0.003146708,0.001163489,0.001930302,0.005238034],"category_scores_gemma":[0.04426855,0.0004519795,0.0008425207,0.001080289,0.0003374977,0.003063938,0.001808002,0.002110334,0.002819426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681087,"about_ca_system_score_gemma":0.00426338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009206155,"about_ca_topic_score_gemma":0.02046058,"domain_scores_codex":[0.99568,0.001221097,0.0005962758,0.000259987,0.001612492,0.0006301108],"domain_scores_gemma":[0.9724531,0.006606916,0.003786503,0.0005471269,0.006521015,0.01008532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000438028,0.00222105,0.3233047,0.0002988947,0.000318459,0.001007491,0.0009359103,0.003414713,0.002572375,0.0003269851,0.06531259,0.5998487],"study_design_scores_gemma":[0.0001699243,0.00263318,0.9435963,0.0005927355,0.0004342993,0.003653909,0.007262946,0.01687481,0.001904619,0.002351774,0.0202765,0.0002489741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8070186,0.01129412,0.03676296,0.09093917,0.003793607,0.001107807,0.0009787654,0.003517415,0.04458748],"genre_scores_gemma":[0.9539152,0.004877121,0.02949522,0.00513643,0.002013983,0.0005862489,0.0005826405,0.0002619555,0.003131183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009206155,"threshold_uncertainty_score":0.02109993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05288394780084881,"score_gpt":0.346214421919701,"score_spread":0.2933304741188522,"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."}}