{"id":"W3026719402","doi":"10.3968/11622","title":"COVID-19, Culture and Public Health Conditions in Developing Countries: Prevention Is Better Than Cure","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustenance; Public health; Worry; Public relations; Outbreak; Economic growth; Medicine; Political science; Law; Nursing; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003012476,0.0003438429,0.0004400901,0.002027651,0.006112628,0.004932424,0.0005742203,0.001650833,0.005776258],"category_scores_gemma":[0.007407062,0.0001939019,0.0003127264,0.002664248,0.005534939,0.002489137,0.003122676,0.003924348,0.0003379361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009244408,"about_ca_system_score_gemma":0.03033803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.308123,"about_ca_topic_score_gemma":0.3542311,"domain_scores_codex":[0.9980445,0.0007627168,0.000158286,0.00009421075,0.0004025949,0.0005376792],"domain_scores_gemma":[0.996466,0.0007591336,0.0005789411,0.0001068939,0.0007507386,0.001338197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001701428,0.0004701761,0.2452326,0.003416042,0.0001602233,0.003044021,0.07665228,0.0002575746,0.0009202454,0.1243598,0.204116,0.3412008],"study_design_scores_gemma":[0.00004990344,0.000239571,0.3873317,0.006705928,0.0001323126,0.002186595,0.1523862,0.000200818,0.0005717748,0.02500866,0.4250497,0.0001367258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08669657,0.1783884,0.0005382541,0.6360001,0.004984186,0.0001161747,0.0008927993,0.00005054787,0.09233297],"genre_scores_gemma":[0.7695992,0.1836458,0.001119598,0.03357917,0.002404458,0.00009410566,0.0003892426,0.0000357512,0.009132646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.691877,"threshold_uncertainty_score":0.6126591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891597480066231,"score_gpt":0.397538067453619,"score_spread":0.3186220926529567,"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."}}