{"id":"W4405748868","doi":"10.1016/j.jval.2024.10.008","title":"P6 Projected Increase of the Clinical, Economic, Societal, and Environmental Burdens of Chronic Kidney Disease in Switzerland: Insights from Impact-CKD","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Kidney disease; Disease; Medicine; Environmental health; Natural resource economics; Development economics; Economics; Internal medicine","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":[0.0007335882,0.0005149149,0.0002586083,0.001191608,0.0003100439,0.001544357,0.000268894,0.0006524271,0.0115702],"category_scores_gemma":[0.001450061,0.0001300375,0.001044312,0.001275564,0.0002436544,0.0006511671,0.001001443,0.0006698421,0.001146408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198633,"about_ca_system_score_gemma":0.002632834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08579861,"about_ca_topic_score_gemma":0.0623245,"domain_scores_codex":[0.9993968,0.0001611959,0.00002667233,0.00005657177,0.0001626062,0.0001961544],"domain_scores_gemma":[0.9989794,0.0001473681,0.0001759749,0.00002945343,0.0004547675,0.0002129012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001433378,0.0002912365,0.7765961,0.001517901,0.0007438003,0.001622966,0.001195442,0.04075804,0.003513,0.02511118,0.05958693,0.08763009],"study_design_scores_gemma":[0.00006193121,0.0002594655,0.9426855,0.0005228732,0.0001999637,0.0005778537,0.001381214,0.01250957,0.0008428298,0.002831045,0.03806408,0.00006357636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168361,0.008984737,0.004667216,0.02263202,0.0007289682,0.0001201313,0.08660904,0.0003903099,0.05903149],"genre_scores_gemma":[0.9840979,0.001550904,0.0008338309,0.0003189751,0.000159897,0.00005791383,0.008949471,0.00002964131,0.004001579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08579861,"threshold_uncertainty_score":0.1705984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3329930031286618,"score_gpt":0.5114236650110323,"score_spread":0.1784306618823706,"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."}}