{"id":"W3171432099","doi":"10.1016/j.jval.2021.04.453","title":"PDG5 Changes in Canadian Guidelines for Conducting Budget IMPACT Analysis","year":2021,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Best practice; Consistency (knowledge bases); Flexibility (engineering); Population; Presentation (obstetrics); Resource (disambiguation); Cornerstone; Pharmaceutical policy; Risk analysis (engineering); Computer science; Operations research; Actuarial science; Medicine; Accounting; Business; Political science; Engineering; Health policy; Public health; Economics; Environmental health; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08493514,0.002358838,0.002646709,0.01844276,0.006158222,0.01462727,0.01292204,0.01270007,0.06991994],"category_scores_gemma":[0.2795329,0.002943763,0.007394914,0.02122501,0.003770123,0.004005964,0.006466693,0.01229127,0.01825016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09313583,"about_ca_system_score_gemma":0.4097863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9692832,"about_ca_topic_score_gemma":0.9747035,"domain_scores_codex":[0.8822154,0.0188399,0.01454468,0.003009787,0.06987024,0.01151996],"domain_scores_gemma":[0.6174175,0.04147247,0.006392217,0.01374021,0.3047722,0.01620543],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005423867,0.00004813953,0.000821295,0.0003940539,0.00004924528,0.00003530771,0.0001474156,0.0004362626,0.00006918744,0.007076006,0.9712461,0.01962286],"study_design_scores_gemma":[0.0001050753,0.00002100407,0.007507071,0.001424819,0.00008819657,0.00004462493,0.0002850149,0.0005063865,0.0002214248,0.003770763,0.9859244,0.0001012389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003512518,0.01072634,0.03686736,0.2744505,0.04756788,0.007636998,0.1885188,0.007186532,0.4235331],"genre_scores_gemma":[0.03213509,0.01128158,0.2480259,0.1888246,0.006093694,0.008481244,0.1287894,0.007224977,0.3691435],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9150649,"threshold_uncertainty_score":0.6757509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7389327488570064,"score_gpt":0.5343481174377673,"score_spread":0.2045846314192391,"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."}}