{"id":"W4400273366","doi":"10.1200/jco.2024.42.16_suppl.e14039","title":"Health state utility assessment for low-grade glioma.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Glioma; Oncology; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01094718,0.0005876357,0.0008787061,0.002876225,0.0001602684,0.001155318,0.0004901589,0.0006658518,0.01516554],"category_scores_gemma":[0.0507419,0.0001640406,0.002520615,0.004114128,0.0002917692,0.0008951349,0.0007306973,0.001004633,0.001179132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196053,"about_ca_system_score_gemma":0.001099783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288135,"about_ca_topic_score_gemma":0.003275579,"domain_scores_codex":[0.9922212,0.005965133,0.0006260441,0.0002374723,0.000828859,0.0001213056],"domain_scores_gemma":[0.977289,0.01930716,0.001774635,0.0002669725,0.00117222,0.0001899052],"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":[0.008881163,0.0008706159,0.2412551,0.01517368,0.003947815,0.0004658305,0.001236163,0.04113174,0.0005413412,0.01554237,0.05788122,0.613073],"study_design_scores_gemma":[0.002730694,0.007327829,0.5681787,0.01218147,0.004145371,0.002811261,0.003706529,0.2008906,0.001724022,0.0570235,0.1388022,0.0004778053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5219687,0.06830916,0.1096831,0.005909359,0.0005846549,0.01482086,0.1733532,0.00108707,0.1042839],"genre_scores_gemma":[0.9170679,0.006454015,0.04668244,0.0005513169,0.00004900683,0.007397077,0.01930623,0.00005970263,0.002432375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516554,"threshold_uncertainty_score":0.05789495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.720867298389494,"score_gpt":0.6574702956072632,"score_spread":0.06339700278223082,"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."}}