{"id":"W2754231340","doi":"10.1093/eurpub/ckx126","title":"Does obesity along with major depression or anxiety lead to higher use of health care and costs? A 6-year follow-up study","year":2017,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; University of Ottawa","funders":"Universitair Medisch Centrum Groningen; Leids Universitair Medisch Centrum; Trimbos-instituut; Nederlands Instituut voor Onderzoek van de Gezondheidszorg; GGZ Drenthe; GGZ Friesland; Rivierduinen; Vrije Universiteit Amsterdam; Universiteit Leiden","keywords":"Anxiety; Medicine; Obesity; Depression (economics); Odds ratio; Longitudinal study; Confidence interval; Specialty; Psychiatry; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02079919,0.000299392,0.001046535,0.000310237,0.00396973,0.0001993374,0.0006858669,0.00008220672,0.0001829686],"category_scores_gemma":[0.001691153,0.0001633812,0.00008105631,0.0002094647,0.000121631,0.001657204,0.0004656672,0.001504971,0.00005578151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164616,"about_ca_system_score_gemma":0.003625149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604941,"about_ca_topic_score_gemma":0.01499639,"domain_scores_codex":[0.980677,0.01498123,0.001973403,0.0004618919,0.0008353374,0.001071126],"domain_scores_gemma":[0.991214,0.0006597466,0.004679932,0.0009355601,0.001041649,0.001469098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006537681,0.0004748949,0.8794385,0.001178965,0.00008159922,0.00006448348,0.02991071,5.430902e-7,0.000003793156,0.00004404612,0.008673511,0.07947519],"study_design_scores_gemma":[0.004691083,0.00431021,0.859746,0.001611129,0.00002914202,0.00001599645,0.02692329,0.000001059345,0.000001565075,0.000001690701,0.1025037,0.0001650947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965175,0.0005798658,0.0006889018,0.02931489,0.001474488,0.001819165,0.00004994589,0.00003961348,0.0008581267],"genre_scores_gemma":[0.9882911,0.0009371542,0.004645572,0.004021893,0.0005593662,0.000008201832,0.000004355757,0.00007126359,0.001461093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09383024,"threshold_uncertainty_score":0.997327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580969519127314,"score_gpt":0.433535429498312,"score_spread":0.2754384775855806,"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."}}