{"id":"W2163044244","doi":"10.4172/2165-7386.1000128","title":"Exploring the Challenges of Implementing the Edmonton Symptom Assessment Scale in a Specialist Palliative Care Unit","year":2012,"lang":"en","type":"article","venue":"Journal of Palliative Care & Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Unit (ring theory); Palliative care; Proxy (statistics); Focus group; Scale (ratio); Population; Nursing; Family medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04618265,0.0004255334,0.0005766873,0.0007012619,0.003766092,0.004028912,0.002517798,0.002150775,0.002624405],"category_scores_gemma":[0.09972642,0.000634643,0.0006630616,0.0007886066,0.001429216,0.003617379,0.00421482,0.002928573,0.0004345247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004226437,"about_ca_system_score_gemma":0.01496834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008339082,"about_ca_topic_score_gemma":0.02542846,"domain_scores_codex":[0.9602699,0.03044214,0.002113266,0.0006107424,0.003532541,0.003031339],"domain_scores_gemma":[0.9414744,0.03411809,0.006953763,0.001192152,0.008310494,0.007951086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007436043,0.004370355,0.329754,0.00362032,0.0001781553,0.00987713,0.3178906,0.001706765,0.00243885,0.001464034,0.01923131,0.3087249],"study_design_scores_gemma":[0.0002592312,0.0101246,0.2771744,0.00421939,0.0001419665,0.004662928,0.6677474,0.004901491,0.001481545,0.001632083,0.02737367,0.0002812986],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781728,0.0009701972,0.001760384,0.01499586,0.0001784803,0.0007561923,0.00006527696,0.00004115867,0.003059664],"genre_scores_gemma":[0.9850038,0.001497619,0.009181533,0.002888878,0.0000832794,0.0007024216,0.00005811638,0.00001901202,0.0005653065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04618265,"threshold_uncertainty_score":0.2442401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673964374270686,"score_gpt":0.403609398937962,"score_spread":0.2362129615108934,"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."}}