{"id":"W822274071","doi":"","title":"Modeling to assess value: Is it ready for prime time?","year":2013,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prime (order theory); Value (mathematics); Computer science; Mathematics; Statistics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01223644,0.0001956976,0.0008373936,0.000200017,0.0002816825,0.00005005749,0.0004916254,0.0001022157,0.002292529],"category_scores_gemma":[0.00307873,0.0001657536,0.00008733563,0.0001596528,0.00005816204,0.0002872106,0.00007798929,0.0001407498,0.0143831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486872,"about_ca_system_score_gemma":0.00007808198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025596,"about_ca_topic_score_gemma":0.00003059109,"domain_scores_codex":[0.9962192,0.0001189524,0.002516984,0.0004481413,0.0001187692,0.0005779828],"domain_scores_gemma":[0.9972984,0.0009434028,0.0006420155,0.0007540766,0.0001300041,0.0002320915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001101435,0.00002872094,0.0005567136,0.00008961921,0.0000602163,8.567048e-8,0.003420004,0.001236807,0.000032189,0.05203223,0.9421751,0.0003572257],"study_design_scores_gemma":[0.001093988,0.0003139263,0.0004502563,0.0001705606,0.00002105176,0.000004645525,0.003777747,0.6727661,0.00002506367,0.06686416,0.254141,0.0003714269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04706974,0.0007139662,0.1016871,0.8336084,0.0009267519,0.002764882,0.0001341116,0.00006836368,0.01302658],"genre_scores_gemma":[0.5517164,0.00008715606,0.01034554,0.39646,0.002634699,0.001575415,0.0001233068,0.0001485244,0.03690888],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6880341,"threshold_uncertainty_score":0.9986195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5527133094192948,"score_gpt":0.4811556557802494,"score_spread":0.07155765363904532,"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."}}