{"id":"W4412443507","doi":"10.1016/j.jval.2025.04.2033","title":"EE435 Integration of Environmental Considerations in Economic Evaluations: Significant Shift or Token Gesture? Insights From Severe Asthma Treatments","year":2025,"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":"Institut National d'Excellence en Santé et en Services Sociaux","funders":"","keywords":"Security token; Gesture; Asthma; Psychology; Computer science; Business; Medicine; Artificial intelligence; Computer security; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01188558,0.0004363111,0.0009162487,0.001912953,0.0009811799,0.007354743,0.0007188685,0.002401511,0.009477908],"category_scores_gemma":[0.03052818,0.0003254411,0.0008769772,0.002143379,0.005631633,0.01166363,0.003219461,0.005377731,0.0004398993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073388,"about_ca_system_score_gemma":0.003492864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008449772,"about_ca_topic_score_gemma":0.01354395,"domain_scores_codex":[0.9927385,0.005260536,0.0002436996,0.0002494901,0.001019012,0.0004886769],"domain_scores_gemma":[0.9776707,0.01716814,0.0009283667,0.0009185902,0.002518534,0.0007956387],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001596771,0.0001385398,0.006443467,0.0003003906,0.0001557252,0.0001984162,0.001495807,0.002716844,0.0002547417,0.8418152,0.01751095,0.1288102],"study_design_scores_gemma":[0.00002509983,0.00005690159,0.01103177,0.000969319,0.00009453588,0.00009099424,0.00221131,0.003745207,0.0002911305,0.9366542,0.04478258,0.00004703709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1048582,0.04806912,0.07887624,0.5093579,0.002202543,0.00007242983,0.0007300031,0.00008442192,0.2557492],"genre_scores_gemma":[0.9484209,0.01076186,0.01428328,0.01562189,0.001912058,0.00007160762,0.0001599603,0.00009084161,0.008677606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9881144,"threshold_uncertainty_score":0.06285775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2338788317405855,"score_gpt":0.406264744960351,"score_spread":0.1723859132197655,"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."}}