{"id":"W3094121661","doi":"10.17269/s41997-020-00430-2","title":"The time is now for public health to lead the way on addressing financial strain in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Alberta Health; University of Alberta","funders":"Alberta Health Services","keywords":"Public health; Pandemic; Poverty; Health equity; Equity (law); Call to action; Political science; Public relations; Business; Coronavirus disease 2019 (COVID-19); Economic growth; Medicine; Economics; Disease; Nursing; Infectious disease (medical specialty); Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006806723,0.0005655303,0.001617596,0.001521421,0.02419827,0.01197475,0.003932221,0.0149002,0.01247045],"category_scores_gemma":[0.03697774,0.0003781663,0.001466613,0.003268266,0.01062395,0.004099647,0.003480752,0.02104327,0.001137518],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.124356,"about_ca_system_score_gemma":0.3646091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768107,"about_ca_topic_score_gemma":0.9901153,"domain_scores_codex":[0.9906702,0.00198362,0.0005122536,0.0005625067,0.003393694,0.002877673],"domain_scores_gemma":[0.9547414,0.009948343,0.001502063,0.0005379818,0.01997244,0.01329772],"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":[0.0000287026,0.0000138836,0.0009293233,0.0003681979,0.00003171237,0.0003473063,0.003566509,0.00007487817,0.00008702445,0.01153445,0.9652438,0.01777441],"study_design_scores_gemma":[0.00004415193,0.00001802827,0.003285674,0.002139207,0.00007981102,0.000208396,0.01603985,0.0001424418,0.0001291576,0.007053259,0.9707043,0.0001557801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000802294,0.01477904,0.0001178147,0.9631391,0.01548461,0.00001422262,0.0000957564,0.00001551159,0.005551771],"genre_scores_gemma":[0.03963408,0.03728279,0.0008045634,0.8969989,0.009968449,0.00004476266,0.0001255053,0.00006698735,0.01507408],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.875644,"threshold_uncertainty_score":0.9022704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694246946951408,"score_gpt":0.3565527452973981,"score_spread":0.1871280506022573,"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."}}