{"id":"W1877489180","doi":"10.2217/cer.15.38","title":"Systematic overview of cost–effectiveness thresholds in ten countries across four continents","year":2015,"lang":"en","type":"article","venue":"Journal of Comparative Effectiveness Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comparative effectiveness research; MEDLINE; Pathology; Alternative medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1353201,0.0002810921,0.003781425,0.00102215,0.000153069,0.0001398192,0.0007381265,0.0001695184,0.00002980064],"category_scores_gemma":[0.01017812,0.000272573,0.0002649,0.0009652708,0.0003724419,0.001021001,0.0001675617,0.0007241546,0.0002541926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055256,"about_ca_system_score_gemma":0.0007627418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005533114,"about_ca_topic_score_gemma":0.0001610828,"domain_scores_codex":[0.9816668,0.0111043,0.005330349,0.0004262587,0.0007738183,0.0006984766],"domain_scores_gemma":[0.9776362,0.01563507,0.003698597,0.0004836209,0.002217025,0.0003295159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002265077,0.0009388691,0.8672377,0.05586817,0.0009078248,0.00005406501,0.01346193,0.006722766,0.0000938594,0.05056754,0.001845249,0.0000369549],"study_design_scores_gemma":[0.009901769,0.001665213,0.9113455,0.02907513,0.00002701583,0.0001099432,0.007613077,0.003039871,0.0008947223,0.03409014,0.001665539,0.0005721202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749052,0.01749899,0.002518725,0.0007389323,0.0006016724,0.003007142,0.00009582139,0.000008388166,0.0006251674],"genre_scores_gemma":[0.9990392,0.00023271,0.0001295858,0.00007948438,0.0001537049,0.0002844407,0.000003572351,0.00002923932,0.00004807434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251419,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7926023616127016,"score_gpt":0.6204472118303856,"score_spread":0.1721551497823159,"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."}}