{"id":"W3116743664","doi":"10.1186/s12889-021-10611-4","title":"Age-dependence of healthcare interventions for COVID-19 in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Michael G. DeGroote Institute for Infectious Disease Research, McMaster University; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Psychological intervention; Epidemiology; Biostatistics; Demography; Young adult; Health care; Public health; Emergency medicine; Pediatrics; Intensive care unit; Disease; Infectious disease (medical specialty); Gerontology; Intensive care medicine; Internal medicine","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":[0.0008552766,0.0003692896,0.0004211261,0.001326231,0.001867959,0.0009941814,0.00122534,0.0004116503,0.004195836],"category_scores_gemma":[0.004185589,0.0003719621,0.0009351983,0.00297321,0.000576883,0.0005180864,0.001055708,0.0008855517,0.0002812315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05203502,"about_ca_system_score_gemma":0.0685283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967831,"about_ca_topic_score_gemma":0.998203,"domain_scores_codex":[0.9983951,0.0001077453,0.0001528959,0.0002383323,0.0005531386,0.0005525704],"domain_scores_gemma":[0.9937646,0.0003921139,0.001932733,0.0001580526,0.002382905,0.001369481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007863771,0.00002006661,0.9829359,0.000210994,0.00009557617,0.000166075,0.0007633958,0.0006646919,0.0001512851,0.0003812731,0.006527022,0.008005036],"study_design_scores_gemma":[0.000006620202,0.00001382685,0.9955999,0.00009690916,0.00002316542,0.00006293714,0.0005356711,0.0005104319,0.00004259908,0.00004737487,0.00304927,0.00001139565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017144,0.007367432,0.001179595,0.005080548,0.0001239634,0.0002702975,0.06924205,0.00009646297,0.01492526],"genre_scores_gemma":[0.9839131,0.002657562,0.0005919621,0.0005317573,0.00003347665,0.00007428423,0.008636123,0.00001951103,0.003542286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05203502,"threshold_uncertainty_score":0.3775423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.295323903475731,"score_gpt":0.5172405328792944,"score_spread":0.2219166294035634,"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."}}