{"id":"W2914048076","doi":"10.1188/19.cjon.149-155","title":"Symptom Distress: Implementation of Palliative Care Guidelines to Improve Pain, Fatigue, and Anxiety in Patients With Advanced Cancer","year":2019,"lang":"en","type":"article","venue":"Clinical journal of oncology nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Distress; Palliative care; Cancer; Physical therapy; Psychiatry; Nursing; Clinical psychology; Internal medicine","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":[0.00364138,0.0001742841,0.0003118377,0.0002646433,0.0005322907,0.0004728245,0.0005710381,0.000491556,0.0009699903],"category_scores_gemma":[0.0310829,0.0001487465,0.0003614278,0.0003557776,0.0002830032,0.0005232235,0.0008573589,0.0008025373,0.0001245036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007916409,"about_ca_system_score_gemma":0.002882281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390547,"about_ca_topic_score_gemma":0.009211158,"domain_scores_codex":[0.997057,0.001700288,0.0003164472,0.0001079292,0.0006524404,0.0001659649],"domain_scores_gemma":[0.9927042,0.002280349,0.002859246,0.0003029877,0.0009280499,0.0009252996],"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":[0.0007622236,0.006047498,0.3326083,0.002116595,0.0002271915,0.0003229385,0.008500787,0.00119615,0.002473645,0.0002429197,0.009913313,0.6355885],"study_design_scores_gemma":[0.0004660246,0.007589277,0.978857,0.0007387238,0.0001820638,0.0007472129,0.002383385,0.001093331,0.000976057,0.0002062626,0.00671948,0.00004107371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867479,0.003073928,0.0008776872,0.004629652,0.00009585472,0.0007989886,0.000127996,0.0000527888,0.00359524],"genre_scores_gemma":[0.9894372,0.001447803,0.00698285,0.0008827078,0.00005646833,0.0006060072,0.0001478653,0.000005061206,0.000433998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00364138,"threshold_uncertainty_score":0.01925772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224683064802503,"score_gpt":0.5538021050942089,"score_spread":0.4313337986139586,"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."}}