{"id":"W4313264413","doi":"10.1089/jpm.2022.0467","title":"Top Ten Tips Palliative Care Clinicians Should Know About Urological Care","year":2022,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Referral; Palliative care; Urinary system; Lower urinary tract symptoms; Urinary incontinence; Genitourinary system; Intensive care medicine; General surgery; Family medicine; Nursing; Urology; Internal medicine; Cancer; Prostate","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":[0.001712088,0.001058154,0.0008552432,0.001053468,0.001922777,0.00345677,0.0009511989,0.004938318,0.07533733],"category_scores_gemma":[0.02029963,0.0005092793,0.0007570296,0.0006215462,0.000675611,0.005408624,0.003129976,0.004868938,0.02666195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544632,"about_ca_system_score_gemma":0.002927847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005658115,"about_ca_topic_score_gemma":0.003388782,"domain_scores_codex":[0.9978828,0.0007489704,0.0002747449,0.00009814173,0.0007121891,0.0002831202],"domain_scores_gemma":[0.9864661,0.003491332,0.000721395,0.0002487702,0.00313458,0.00593765],"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":[0.00005729838,0.0001802856,0.001206923,0.0006373862,0.00001087221,0.0007449199,0.0006794751,0.00008079874,0.0002621284,0.0008238528,0.7861919,0.2091242],"study_design_scores_gemma":[0.000118148,0.0003881177,0.004458358,0.003947199,0.00003559325,0.00488334,0.002714779,0.0002483468,0.0004147488,0.008101949,0.9746022,0.00008711167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01483311,0.03172244,0.01446837,0.5935058,0.06954414,0.001581893,0.001487112,0.005192475,0.2676647],"genre_scores_gemma":[0.12207,0.09500343,0.1520999,0.3865723,0.07143433,0.003133954,0.003345578,0.001584681,0.1647559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07533733,"threshold_uncertainty_score":0.2520285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849501853197908,"score_gpt":0.4657078027686107,"score_spread":0.2807576174488199,"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."}}