{"id":"W4400487914","doi":"10.1093/ofid/ofae384","title":"Neighborhood-Level Burden of Social Risk Factors on Respiratory Syncytial Virus Hospitalization in Ontario, Canada, 2016–2019","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Public Health Ontario","keywords":"Medicine; Demographics; Demography; Incidence (geometry); Population; Census; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00067381,0.0003239457,0.0004331225,0.001148889,0.002454588,0.001116528,0.0009528797,0.0002601388,0.002187957],"category_scores_gemma":[0.002319708,0.0002643107,0.0008011646,0.002731353,0.0006281129,0.0004142113,0.001273786,0.0005919585,0.0001870847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04030801,"about_ca_system_score_gemma":0.05540799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972311,"about_ca_topic_score_gemma":0.998691,"domain_scores_codex":[0.9990916,0.0000573568,0.00007002489,0.0001216459,0.0003393312,0.0003200103],"domain_scores_gemma":[0.9974847,0.0000838081,0.0004997447,0.00005848595,0.001199863,0.0006733608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005792842,0.00001253752,0.9896603,0.0001162497,0.00009059641,0.00007603431,0.0007479995,0.000212746,0.0001095358,0.0001722779,0.004331565,0.004412324],"study_design_scores_gemma":[0.000004702247,0.000009564174,0.9968144,0.00008544803,0.00003311851,0.00003872866,0.0007982313,0.0002411786,0.00002447373,0.00002654537,0.001915514,0.000008183863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438375,0.004600585,0.0004029719,0.00220002,0.00007545781,0.0001051486,0.04202553,0.00004640215,0.0067063],"genre_scores_gemma":[0.9912451,0.001423116,0.0002980326,0.0001745026,0.00002096244,0.0000428304,0.005652168,0.000009949361,0.001133326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04030801,"threshold_uncertainty_score":0.2924564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873158412523665,"score_gpt":0.3224544114771068,"score_spread":0.2937228273518702,"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."}}