{"id":"W3107684801","doi":"10.1097/phh.0000000000001300","title":"COVID-19 and Public Health: Looking Back, Moving Forward","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Social distance; Pandemic; Public health; Ambiguity; Confusion; Economic cost; Limiting; Coronavirus disease 2019 (COVID-19); Psychological intervention; Public relations; Political science; Medicine; Business; Psychology; Economics; Nursing; Disease; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04177535,0.002043153,0.00317695,0.004824137,0.01191227,0.03426123,0.004005717,0.02968219,0.02040674],"category_scores_gemma":[0.04939398,0.001467126,0.002329306,0.004391655,0.02998515,0.0530177,0.017277,0.05838605,0.009864745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01763595,"about_ca_system_score_gemma":0.05263306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118112,"about_ca_topic_score_gemma":0.02344421,"domain_scores_codex":[0.9701707,0.01594845,0.001466474,0.00196611,0.004566615,0.005881652],"domain_scores_gemma":[0.937848,0.02395054,0.002481502,0.002576211,0.01091887,0.02222479],"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":[0.0001213205,0.0001853922,0.001578956,0.001319541,0.0000873412,0.0003284393,0.00551661,0.0001806069,0.0002364477,0.06136434,0.8079514,0.1211295],"study_design_scores_gemma":[0.00005936615,0.0002591667,0.001867068,0.006418235,0.00006569894,0.0003314862,0.02329983,0.0002095053,0.0001667321,0.1001734,0.8669434,0.0002062253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002534191,0.06549414,0.0003243522,0.9093548,0.02164155,0.000009707888,0.00003795333,0.00006201951,0.002822145],"genre_scores_gemma":[0.0205206,0.1690022,0.003389291,0.7406407,0.05858851,0.00009880817,0.0001933124,0.0001522209,0.007414395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04177535,"threshold_uncertainty_score":0.2209318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3101077226767347,"score_gpt":0.5151573254723182,"score_spread":0.2050496027955835,"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."}}