{"id":"W7018184802","doi":"","title":"The COVID-19 Pandemic Remodeled as a Syndemic Driven by Health and Social Disparities","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syndemic; Pandemic; Biosocial theory; Health equity; Population; Poverty; Social determinants of health; Proxy (statistics); Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679835,0.0002012698,0.0001908956,0.0005448438,0.003832762,0.00229804,0.0004269956,0.0005145388,0.003615013],"category_scores_gemma":[0.002038923,0.0001347338,0.0004102014,0.0009155619,0.002228909,0.001158335,0.002173527,0.001467107,0.0001686582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01961102,"about_ca_system_score_gemma":0.03895853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7855554,"about_ca_topic_score_gemma":0.9104681,"domain_scores_codex":[0.9995576,0.0001269831,0.000009650819,0.00005946313,0.0001059796,0.0001404334],"domain_scores_gemma":[0.9993256,0.000106304,0.0001016165,0.00004017291,0.0001366669,0.0002896808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001127127,0.000172817,0.4524085,0.0003160219,0.0001045641,0.0008195602,0.1283628,0.002168949,0.001762222,0.2742456,0.0577457,0.08178053],"study_design_scores_gemma":[0.00003794945,0.0001606545,0.5677321,0.0008908574,0.0001129796,0.0002807311,0.1101884,0.005041742,0.0006359604,0.0466365,0.2682092,0.00007295074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7693633,0.002046893,0.003983439,0.08375222,0.0004108045,0.0002215676,0.002042817,0.00004961625,0.1381294],"genre_scores_gemma":[0.9788402,0.002031208,0.002447772,0.002530346,0.00008432433,0.00005401947,0.0003128013,0.00001540752,0.01368386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7855554,"threshold_uncertainty_score":0.4314151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777167313479984,"score_gpt":0.3261958679595152,"score_spread":0.2884241948247154,"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."}}