{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004423829,0.000195271,0.000520216,0.00004637732,0.0001109241,0.0001213535,0.0001083063,0.0001049996,0.00001718514],"category_scores_gemma":[0.00005331185,0.0001674767,0.00001761974,0.000315272,0.0001133464,0.0001857185,0.0002335669,0.0002860985,0.000002745382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009026816,"about_ca_system_score_gemma":0.0001183359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008182114,"about_ca_topic_score_gemma":0.06256533,"domain_scores_codex":[0.9985313,0.0001495937,0.0002514658,0.0004678666,0.0002536776,0.0003460956],"domain_scores_gemma":[0.9993083,0.00008634172,0.0001118305,0.0001969644,0.00008475995,0.0002117441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002390888,0.00002335397,0.9739136,0.0004769475,0.00007413091,0.00005054004,0.01228459,0.00001572088,0.000001370397,0.00001599134,0.001902852,0.008850031],"study_design_scores_gemma":[0.01086997,0.0002071998,0.9785368,0.005095819,0.00007374775,0.000007458279,0.003524245,0.0005425676,0.000003166477,0.00004761171,0.0008873381,0.0002040464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904844,0.003861387,0.000009177602,0.003172828,0.0001690392,0.001550827,0.00006616864,0.00003891065,0.0006472308],"genre_scores_gemma":[0.9944026,0.002417738,0.0001079147,0.002154903,0.0006796139,0.00008898509,0.00002743914,0.00002802053,0.00009276035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05438321,"threshold_uncertainty_score":0.9984225,"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."}}