{"id":"W2164073998","doi":"10.1200/jop.2014.001390","title":"Population-Based Standardized Symptom Screening: Cancer Care Ontario's Edmonton Symptom Assessment System and Performance Status Initiatives","year":2014,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Toronto; University of Ottawa; Queen's University; University Health Network","funders":"","keywords":"Medicine; Interactive kiosk; Cancer; MEDLINE; Family medicine; Population; Environmental health; World Wide Web; Internal medicine","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":[0.006725136,0.0004551327,0.0005264194,0.002522565,0.002175604,0.001245254,0.00176036,0.0005139117,0.003274195],"category_scores_gemma":[0.009747738,0.000360855,0.0008662682,0.00538479,0.0005478394,0.0005718082,0.002075859,0.0007879689,0.00051635],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03267235,"about_ca_system_score_gemma":0.1232536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9584768,"about_ca_topic_score_gemma":0.9855783,"domain_scores_codex":[0.9955453,0.0009429862,0.0003547402,0.0002365684,0.002398262,0.0005221613],"domain_scores_gemma":[0.9924499,0.0004163302,0.001010241,0.0002818173,0.004116912,0.001724874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004277718,0.0007761903,0.4216243,0.0009454919,0.0002296255,0.00009777911,0.001297279,0.001127299,0.0005307696,0.002018839,0.353644,0.2172806],"study_design_scores_gemma":[0.0002181961,0.000166338,0.9584144,0.0001717257,0.00006078506,0.00002579158,0.0004220561,0.000651182,0.0001040564,0.0001518794,0.03958357,0.00002997281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.531229,0.01050914,0.01390825,0.06281843,0.001886782,0.02309705,0.1388485,0.002570306,0.2151325],"genre_scores_gemma":[0.8346521,0.00651637,0.03781532,0.007064423,0.0004343035,0.01027306,0.07497133,0.0001860735,0.02808686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9673277,"threshold_uncertainty_score":0.2370555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799734957087714,"score_gpt":0.3566452311763799,"score_spread":0.3386478816055027,"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."}}