{"id":"W4387798467","doi":"10.1001/jamanetworkopen.2023.38699","title":"Specialty Palliative Care and Symptom Severity and Control in Adolescents and Young Adults With Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children; Southlake Regional Health Center; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Specialty; Palliative care; Cancer; Young adult; Cohort; Cohort study; Emergency medicine; Internal medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005231295,0.0001343351,0.0002008561,0.0005786681,0.0003830188,0.0004951308,0.0002622076,0.00023107,0.001368001],"category_scores_gemma":[0.002386678,0.000129479,0.0002989156,0.000956849,0.0002456087,0.0003103687,0.000312178,0.0003571878,0.00008255956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008518033,"about_ca_system_score_gemma":0.0009334116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0711534,"about_ca_topic_score_gemma":0.1280402,"domain_scores_codex":[0.999723,0.00005496533,0.00003190939,0.00004642386,0.00007469263,0.000068925],"domain_scores_gemma":[0.9988297,0.0001394397,0.0006413921,0.00003314195,0.0001365795,0.0002197747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001261184,0.00000724047,0.9995535,0.000004283455,0.000006996268,0.000009518099,0.00003049413,0.000004966384,0.00001226547,0.000003401968,0.00003099621,0.000323808],"study_design_scores_gemma":[0.000001940607,0.0000208781,0.99971,0.000006463528,0.000005031362,0.00004333037,0.0001059807,0.00003201856,0.000007409892,0.000003743694,0.00006266402,4.602304e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988631,0.0003375234,0.00002311408,0.00005281559,0.000004698014,0.0000101588,0.0004541046,0.000001043035,0.0002534532],"genre_scores_gemma":[0.9992412,0.0001642304,0.00004836956,0.00002063573,0.00000619685,0.000009434544,0.0004222569,5.446958e-7,0.00008708016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0711534,"threshold_uncertainty_score":0.1414785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824253873975067,"score_gpt":0.3080751175147202,"score_spread":0.2898325787749695,"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."}}