{"id":"W3169291798","doi":"10.9734/jsrr/2021/v27i430380","title":"Nasopharyngeal Samples Management Strategy During the COVID-19 Pandemic: Experience of the Pasteur Institute of Côte d'Ivoire (2020)","year":2021,"lang":"en","type":"article","venue":"Journal of Scientific Research and Reports","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Compromise; Identification (biology); Quarter (Canadian coin); Crisis management; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Operations research; Political science; Engineering; Geography; Management; Infectious disease (medical specialty); Biology; Disease; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004054562,0.0000787898,0.0002431256,0.0002383479,0.0006732903,0.0001366849,0.0001913123,0.00004453988,0.0001239187],"category_scores_gemma":[0.000659225,0.00003858934,0.0001391703,0.001145188,0.001649074,0.0001955353,0.0003486925,0.0004974913,4.965297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000924994,"about_ca_system_score_gemma":0.001057148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058313,"about_ca_topic_score_gemma":0.00007937147,"domain_scores_codex":[0.996978,0.0001857614,0.0006765962,0.0002435986,0.001614795,0.0003011788],"domain_scores_gemma":[0.9977254,0.0000948781,0.000327197,0.0004545688,0.001110253,0.0002877413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003995133,0.0006479831,0.4537946,0.00157701,0.0003428502,0.009838486,0.002469915,0.0003075385,0.5126571,0.0004792927,0.006418103,0.01106757],"study_design_scores_gemma":[0.002192181,0.0008458035,0.6907239,0.0009783308,0.00009979459,0.05301239,0.01502431,0.00008013469,0.1133457,0.00263696,0.1208611,0.0001994152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951918,0.001665403,0.00003234342,0.001431024,0.0004854562,0.0002540977,0.000004785725,0.000003007877,0.000932123],"genre_scores_gemma":[0.9897721,0.001007403,0.00007714279,0.00002190833,0.00009807085,0.000005349064,0.000001609161,0.000005322014,0.009011075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993115,"threshold_uncertainty_score":0.6076082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364247937637581,"score_gpt":0.4160657231795505,"score_spread":0.2796409294157924,"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."}}