{"id":"W2896121108","doi":"10.1186/s12889-018-6087-0","title":"Study design and characteristics of the Luxembourg European Health Examination Survey (EHES-LUX)","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Biostatistics; Representativeness heuristic; Population; Demography; Residence; Anthropometry; Overweight; Public health; Environmental health; Gerontology; Obesity; Nursing","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":[0.004689967,0.0008872244,0.0008437957,0.001921825,0.0006039701,0.0007521195,0.0008542361,0.000901132,0.01077602],"category_scores_gemma":[0.008703112,0.0003993576,0.0005302097,0.003111942,0.0004856132,0.000668045,0.0007716373,0.0007384465,0.002757432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605626,"about_ca_system_score_gemma":0.002664238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008740718,"about_ca_topic_score_gemma":0.008548771,"domain_scores_codex":[0.9956742,0.002088579,0.0004505331,0.0007234294,0.0006788913,0.0003842661],"domain_scores_gemma":[0.9977324,0.0005042905,0.0005891951,0.0001752359,0.0007445535,0.0002542609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003536287,0.001386878,0.8790311,0.001169788,0.0004387545,0.0007026161,0.002027334,0.0005437902,0.001346709,0.001290477,0.03890651,0.06961968],"study_design_scores_gemma":[0.0004718334,0.002079999,0.9483561,0.0004363504,0.000122141,0.0005036048,0.0009568953,0.000380076,0.0001346413,0.0005893948,0.04591807,0.00005084129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7424844,0.008151208,0.01898988,0.004109715,0.000852444,0.07872538,0.1165158,0.0002216957,0.02994952],"genre_scores_gemma":[0.724278,0.003588689,0.02402971,0.004883869,0.0007408567,0.1697287,0.05701421,0.0001141892,0.01562177],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01077602,"threshold_uncertainty_score":0.03604937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522412830268854,"score_gpt":0.3696513881703717,"score_spread":0.2174101051434863,"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."}}