{"id":"W4401870012","doi":"10.1093/heapro/daae094","title":"Developing community resilience in the face of COVID-19: case study from the Estrie region, Canada","year":2024,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Hospitalier Universitaire de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"Medical Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Resilience (materials science); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Face (sociological concept); Pandemic; Political science; Geography; Sociology; Medicine; Virology; Social science; Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.002443472,0.00005587555,0.00006646415,0.00004632871,0.0007684067,0.00009667616,0.0006458869,0.00001817109,0.0000441966],"category_scores_gemma":[0.0005391111,0.00003585018,0.0000152426,0.0003964104,0.0001543949,0.0001528923,0.00008073755,0.000230636,0.000002051432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476981,"about_ca_system_score_gemma":0.002758932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9413741,"about_ca_topic_score_gemma":0.9743125,"domain_scores_codex":[0.9973669,0.001522804,0.0002722376,0.0001309921,0.0005648267,0.0001422235],"domain_scores_gemma":[0.9988673,0.0007640701,0.00009706664,0.000162829,0.00005643174,0.00005232329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001626231,0.0004692182,0.1035587,0.0001274598,0.00004592694,0.0006930368,0.7616681,0.0004596661,6.610642e-7,0.07579716,0.04120577,0.01595804],"study_design_scores_gemma":[0.0002144545,0.00007478837,0.03266666,0.000148743,0.000005234511,0.00003040385,0.8864188,0.0005778761,8.779662e-7,0.003814979,0.07595958,0.00008756221],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8324363,0.0001065708,0.004542511,0.1597456,0.0007876329,0.0007520708,0.00001493436,0.00002380753,0.001590648],"genre_scores_gemma":[0.9977486,0.00004504753,0.00002603666,0.001663132,0.00007740269,0.0000356876,0.000008302981,0.000002526057,0.0003932643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653123,"threshold_uncertainty_score":0.591004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548720903231937,"score_gpt":0.4408079582738589,"score_spread":0.2859358679506652,"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."}}