{"id":"W2107578543","doi":"10.1136/jech.2008.082206","title":"Community mobilisation and empowerment for combating a pandemic","year":2010,"lang":"en","type":"letter","venue":"Journal of Epidemiology & Community Health","topic":"Community Health and Development","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto Western Hospital; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pandemic; Empowerment; Coronavirus disease 2019 (COVID-19); Environmental health; Economic growth; Pathology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1011763,0.0006644286,0.003482322,0.0006954196,0.009422992,0.00001330105,0.001593175,0.004068288,0.0000945866],"category_scores_gemma":[0.036406,0.0005748338,0.0003880943,0.0002210253,0.0005930289,0.0001872782,0.0009708249,0.09663071,0.00001179176],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997059,"about_ca_system_score_gemma":0.006478136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02871991,"about_ca_topic_score_gemma":0.02560801,"domain_scores_codex":[0.9172733,0.07424022,0.005982027,0.0002870126,0.0003594866,0.001857899],"domain_scores_gemma":[0.8929138,0.09401719,0.008899136,0.002159382,0.001264162,0.0007463517],"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":[0.0002529338,0.0002448994,0.05909752,0.006309919,0.0001602914,0.000002801205,0.01873289,0.000003321047,0.000007501591,0.0001443605,0.8994688,0.01557472],"study_design_scores_gemma":[0.002503809,0.00219642,0.05515998,0.002646246,0.00008484077,0.0001225333,0.009993747,0.00004739344,3.135053e-7,0.02200039,0.904844,0.0004003624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1914776,0.002395425,0.002045822,0.796561,0.003282302,0.003374096,0.0001774764,0.00009327142,0.0005929553],"genre_scores_gemma":[0.01276177,0.003763327,0.01911346,0.9603485,0.00241837,0.000246798,0.0008959554,0.0001098931,0.0003418531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1787159,"threshold_uncertainty_score":0.9996703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3447966981010623,"score_gpt":0.5400401751949797,"score_spread":0.1952434770939174,"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."}}