{"id":"W6903666334","doi":"10.13140/rg.2.2.29911.79521","title":"Sustainable Financing to Strengthen Public Health Systems in Canada","year":2025,"lang":"en","type":"article","venue":"","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Public health; Government (linguistics); Sustainability; Public policy; Sustainable development","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":[0.005539185,0.0004104827,0.0004558466,0.002143586,0.01019314,0.01004332,0.002499388,0.004447803,0.01494311],"category_scores_gemma":[0.01984557,0.000761365,0.0006764189,0.002614618,0.003220192,0.002095477,0.004359295,0.005066972,0.0005627885],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2425632,"about_ca_system_score_gemma":0.7052186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947003,"about_ca_topic_score_gemma":0.9976064,"domain_scores_codex":[0.990262,0.001259868,0.0001880348,0.000263954,0.00270556,0.005320573],"domain_scores_gemma":[0.9704245,0.002441822,0.0008383403,0.0004943915,0.008318206,0.01748266],"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":[0.0001998584,0.0004624853,0.06348699,0.000764207,0.0001771644,0.0009101744,0.00517581,0.009939126,0.0007434634,0.3163535,0.4954427,0.1063445],"study_design_scores_gemma":[0.0004318421,0.0001441551,0.1541908,0.00132204,0.0001504109,0.0001575356,0.01026214,0.008015769,0.0009093417,0.02690664,0.7973588,0.0001505205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.14899,0.006987832,0.002045529,0.6690801,0.002383272,0.0006855139,0.004619208,0.0002961183,0.1649124],"genre_scores_gemma":[0.761398,0.005741696,0.006035971,0.04654336,0.0006423961,0.0003686066,0.001498975,0.0001399025,0.1776311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7574368,"threshold_uncertainty_score":0.8785193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06981362739655554,"score_gpt":0.4264684639727665,"score_spread":0.3566548365762109,"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."}}