{"id":"W4237044003","doi":"10.1016/j.euroneuro.2019.09.822","title":"P.797 Humanistic burden associated with chronic non-communicable conditions among adults with depression and anxiety in the United States","year":2019,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Population; Hazard ratio; Mental health; Psychiatry; Demography; Confidence interval; Environmental health; 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":[0.0001770013,0.00009586992,0.0001053878,0.0004167552,0.0004585393,0.0004349079,0.0002204449,0.0004021232,0.01346033],"category_scores_gemma":[0.001434582,0.0000796566,0.0003338954,0.0009836218,0.0002454998,0.0005842733,0.0005309524,0.000650375,0.0004259695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666505,"about_ca_system_score_gemma":0.0007229298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04965578,"about_ca_topic_score_gemma":0.05792686,"domain_scores_codex":[0.9998872,0.00002775543,0.000009383904,0.00001868478,0.000031223,0.00002561387],"domain_scores_gemma":[0.9995404,0.0001164791,0.0001500559,0.00001510647,0.00007767067,0.0001002421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243543,0.00004360922,0.8726709,0.0001895252,0.0001306393,0.0002521203,0.0006431428,0.0001352163,0.00009792033,0.001455375,0.09540144,0.02885589],"study_design_scores_gemma":[0.0000109732,0.00003483682,0.9891538,0.0002229101,0.0000299894,0.0002387222,0.00130098,0.0002171265,0.00002589043,0.0009299885,0.007829246,0.000005502379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173282,0.01017578,0.0006052691,0.07593278,0.00170519,0.00007507093,0.04282423,0.0000481926,0.05130538],"genre_scores_gemma":[0.985917,0.003368184,0.0003121456,0.003352566,0.0007470331,0.00003872034,0.002759426,0.00001024049,0.003494701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04965578,"threshold_uncertainty_score":0.09873348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209427082051936,"score_gpt":0.3034709751171627,"score_spread":0.2913767042966434,"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."}}