{"id":"W4411201251","doi":"10.14745/ccdr.v51i05a01","title":"A Science Strategy for the Public Health Agency of Canada","year":2025,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Agency (philosophy); Public health; Political science; Public administration; Sociology; Medicine; Social science; Nursing","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":[0.01544085,0.001387465,0.001054996,0.004662004,0.01657891,0.01674698,0.003995499,0.01893351,0.03995312],"category_scores_gemma":[0.02600918,0.001096924,0.001782236,0.003684545,0.004355954,0.004563165,0.006936723,0.0143628,0.01152659],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1402451,"about_ca_system_score_gemma":0.6900306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788238,"about_ca_topic_score_gemma":0.9744033,"domain_scores_codex":[0.9744658,0.001602414,0.0005772072,0.00135716,0.01580559,0.0061918],"domain_scores_gemma":[0.9519194,0.002410552,0.0006243146,0.001127414,0.0294691,0.01444917],"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":[0.00003142097,0.00006190288,0.0005374257,0.0001395558,0.00002128524,0.0001311658,0.0002598934,0.0001861536,0.0001832419,0.06429959,0.9153524,0.018796],"study_design_scores_gemma":[0.00001895408,0.00001359921,0.0008734017,0.00009245054,0.00001015459,0.00001543308,0.0002645124,0.0001365161,0.00005087712,0.001797273,0.9967084,0.00001838524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001933598,0.008538977,0.001694603,0.7144296,0.01256079,0.001304659,0.004934767,0.0005700245,0.2540331],"genre_scores_gemma":[0.01919312,0.006715485,0.006563215,0.2620589,0.001574,0.0006594589,0.003665964,0.0002201213,0.6993497],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8597549,"threshold_uncertainty_score":0.9971938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301568683893077,"score_gpt":0.4769524393214137,"score_spread":0.3467955709321061,"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."}}