{"id":"W4406143939","doi":"10.17269/s41997-024-00982-7","title":"Enablers and barriers to public health practice during COVID-19: Perspectives from local public leadership from across Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Public health; Salient; Corporate governance; Public relations; Coronavirus disease 2019 (COVID-19); Pandemic; Political science; Business; Medicine; 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":[0.01430942,0.0003584985,0.0009174887,0.002365676,0.0427845,0.01850853,0.004604958,0.003798382,0.006320666],"category_scores_gemma":[0.03313914,0.0009596564,0.0007447916,0.004400848,0.0138352,0.003195748,0.01347694,0.01000687,0.0003579502],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1429944,"about_ca_system_score_gemma":0.3783611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775063,"about_ca_topic_score_gemma":0.9919136,"domain_scores_codex":[0.9673601,0.005318514,0.0009079336,0.001045743,0.00600372,0.0193641],"domain_scores_gemma":[0.9134778,0.01232458,0.005338389,0.0008584529,0.0187321,0.0492687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002056865,0.0005706782,0.2055423,0.0003361237,0.00008726792,0.001465456,0.7297812,0.0002225947,0.0005708357,0.01130235,0.02225568,0.02765982],"study_design_scores_gemma":[0.00002120696,0.00007207777,0.08691803,0.0004184323,0.00002384699,0.00007012041,0.8907066,0.0001136173,0.00009930258,0.0005106326,0.02098776,0.00005827518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711677,0.001827299,0.0003551587,0.0953193,0.0003357485,0.0002143535,0.0003134614,0.00003224202,0.03043475],"genre_scores_gemma":[0.9881049,0.0007576289,0.0002587483,0.006632411,0.00004014322,0.00007704538,0.00007543115,0.00002454713,0.004029086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8570056,"threshold_uncertainty_score":0.994005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729950637932633,"score_gpt":0.4546820649007886,"score_spread":0.2816870011075253,"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."}}