{"id":"W7084677491","doi":"10.1055/s-0045-1802034","title":"Abwasserbasierte Epidemiologie von Drogenrückständen. Erkenntnisse aus 10 Jahren Forschung und in Begleitung der Einführung des Cannabisgesetzes","year":2025,"lang":"de","type":"article","venue":"Das Gesundheitswesen","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Disease; Epidemiology; Etiology; Quality of life (healthcare); MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0019876,0.001459138,0.002125875,0.001108209,0.001037187,0.0001663554,0.001384282,0.002281643,0.001131331],"category_scores_gemma":[0.001583324,0.001393781,0.0007358217,0.001599818,0.001080297,0.0005036918,0.0007603058,0.001181124,0.00252281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008157759,"about_ca_system_score_gemma":0.0009348078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006994,"about_ca_topic_score_gemma":0.006102964,"domain_scores_codex":[0.9910026,0.002172508,0.001903589,0.00196282,0.0001818059,0.002776682],"domain_scores_gemma":[0.9951912,0.002085048,0.0005698486,0.001611592,0.000290304,0.0002520381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004593559,0.002187123,0.5952503,0.001162686,0.0188695,0.001177257,0.003041351,0.0002983921,0.0415856,0.007841254,0.07364494,0.250348],"study_design_scores_gemma":[0.01124489,0.0009035501,0.4750417,0.001835537,0.006023792,0.00008726188,0.001669827,0.0002186201,0.04940559,0.008048377,0.4425975,0.002923374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241162,0.3586919,0.0001500295,0.002964014,0.004475329,0.001617986,0.0006187396,0.000321401,0.007044304],"genre_scores_gemma":[0.919787,0.02155329,0.0008007994,0.0007785545,0.0005674269,0.0005283965,0.002420786,0.000174707,0.05338899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689526,"threshold_uncertainty_score":0.9998158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085873806588904,"score_gpt":0.3299003491996664,"score_spread":0.2990416111337774,"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."}}