{"id":"W3159174657","doi":"","title":"Health, housing and covid-19: Public health efforts are vital in reducing gaps, but change can’t stop there","year":2021,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Public health; Public housing; Health equity; Economic growth; Socioeconomic status; Affordable housing; Political science; Pandemic; Coronavirus disease 2019 (COVID-19); Environmental health; Business; Medicine; Population; Economics; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006025152,0.001198339,0.001145888,0.001717816,0.007468026,0.01183197,0.001758809,0.01049732,0.02983949],"category_scores_gemma":[0.01739306,0.0006468161,0.001101724,0.001428406,0.0109564,0.01267971,0.01188238,0.0188014,0.008905317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0113113,"about_ca_system_score_gemma":0.02723688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1039966,"about_ca_topic_score_gemma":0.2047641,"domain_scores_codex":[0.9939889,0.001801309,0.0003344448,0.0006103602,0.002080198,0.001184973],"domain_scores_gemma":[0.9809522,0.002753965,0.001010469,0.0006918423,0.003604477,0.01098702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003070134,0.00005742985,0.002181163,0.0003614232,0.00004830695,0.0001209567,0.001583673,0.00007332917,0.0002070511,0.01680549,0.912199,0.06633145],"study_design_scores_gemma":[0.00003123965,0.00008978089,0.008020922,0.002132591,0.00004372247,0.00034597,0.006514741,0.0001679534,0.000275724,0.0276467,0.9546288,0.0001018095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006827475,0.01585938,0.0003779382,0.9636979,0.01234392,0.00001030419,0.0001404054,0.00006291992,0.006824613],"genre_scores_gemma":[0.05365975,0.10248,0.004267088,0.7545738,0.0304756,0.00009547296,0.000813057,0.0003549914,0.05328028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8960034,"threshold_uncertainty_score":0.2067826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06414656511893485,"score_gpt":0.3372359611265764,"score_spread":0.2730893960076415,"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."}}