{"id":"W2152360742","doi":"10.1002/cncr.25681","title":"Symptom burden and performance status in a population‐based cohort of ambulatory cancer patients","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Queen's University; Cancer Care Ontario; McMaster University; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cohort; Population; Performance status; Ambulatory; Comorbidity; Cancer; Palliative care; Cohort study; Ambulatory care; Physical therapy; Health care; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006775225,0.0001992118,0.0003205048,0.0009391356,0.0007293997,0.0008672328,0.000361838,0.0003585496,0.001103253],"category_scores_gemma":[0.002500955,0.0002216971,0.0003260293,0.001439679,0.0003930231,0.0005986459,0.0006379046,0.0006834783,0.0001892029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007248085,"about_ca_system_score_gemma":0.0007482144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03850606,"about_ca_topic_score_gemma":0.03395148,"domain_scores_codex":[0.9994823,0.000123036,0.00005053857,0.0001090787,0.0001272725,0.0001077924],"domain_scores_gemma":[0.9984982,0.0002126563,0.0006032948,0.0001052157,0.0001980362,0.000382567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002325066,0.00002193859,0.9995275,0.000001970097,0.00001581949,0.00002342339,0.00007027216,0.00001280032,0.00003056782,0.000004719323,0.00006772459,0.0002001272],"study_design_scores_gemma":[0.000004343281,0.00004638965,0.9995399,0.000001641157,0.000007056062,0.00008206627,0.0001801728,0.00006745091,0.000007571674,0.00000702273,0.00005468601,0.000001812656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992372,0.00005063428,0.00002452267,0.00004571203,0.000002367806,0.000006757472,0.0004543345,0.000002066624,0.0001764551],"genre_scores_gemma":[0.9993089,0.00003952808,0.00002780909,0.00002599658,0.000005613283,0.00001028774,0.0005367387,0.000001023144,0.00004410189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03850606,"threshold_uncertainty_score":0.07656384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007646183250161814,"score_gpt":0.2664440499247397,"score_spread":0.2587978666745779,"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."}}