{"id":"W4409865369","doi":"10.1503/cmaj.241692","title":"Volunteer navigators to support people with life-limiting illness in the community","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Volunteer; Limiting; Medicine; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002408149,0.0004863938,0.0002904769,0.0007032302,0.003364433,0.0025286,0.001303502,0.00202881,0.03894906],"category_scores_gemma":[0.007717679,0.0002080751,0.0005270268,0.0004585753,0.0009989705,0.002497029,0.009893915,0.002846131,0.009371336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009757153,"about_ca_system_score_gemma":0.008215586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935566,"about_ca_topic_score_gemma":0.02096821,"domain_scores_codex":[0.9981412,0.0009399815,0.00005429966,0.00009038822,0.0003151169,0.0004590621],"domain_scores_gemma":[0.9887468,0.0006212011,0.0003410904,0.0001850002,0.0009526178,0.00915325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009234287,0.0003429483,0.004340858,0.0007159589,0.00002825351,0.0006043141,0.005262471,0.00007318951,0.0003170237,0.003220152,0.7721028,0.2128996],"study_design_scores_gemma":[0.0001915735,0.0005900364,0.007966806,0.003549492,0.00004307086,0.001962616,0.01974943,0.0002359316,0.0002008663,0.008046808,0.9574134,0.00005005622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07913289,0.03500417,0.01966714,0.4520018,0.02620092,0.002417685,0.001664213,0.002493198,0.381418],"genre_scores_gemma":[0.5478697,0.04959027,0.04620943,0.1326718,0.01666527,0.005094381,0.003296487,0.00101348,0.1975892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03894906,"threshold_uncertainty_score":0.1302976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008714296916460924,"score_gpt":0.2757900391708528,"score_spread":0.2670757422543918,"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."}}