{"id":"W3112467847","doi":"10.3389/fmed.2020.599521","title":"Preparing for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Self-Testing Implementation: Lessons Learned From HIV Self-Testing","year":2020,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institutes of Health","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Coronavirus; Medicine; Human immunodeficiency virus (HIV); Virology; Intensive care medicine; Internal medicine; Infectious disease (medical specialty)","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":[0.02200488,0.0006085087,0.000548422,0.0006045183,0.001695107,0.003435208,0.001966426,0.004141476,0.008600727],"category_scores_gemma":[0.06195578,0.0002874103,0.0006756989,0.0003310194,0.002905892,0.004263934,0.00398213,0.01162847,0.001609579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953312,"about_ca_system_score_gemma":0.01231278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006786595,"about_ca_topic_score_gemma":0.01275931,"domain_scores_codex":[0.9921148,0.004932719,0.0002877039,0.0006629275,0.00109899,0.0009028307],"domain_scores_gemma":[0.9542471,0.02895917,0.001503742,0.001308605,0.004200723,0.009780644],"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":[0.0001470304,0.000560728,0.008369732,0.001554854,0.00006271692,0.0005471976,0.005585392,0.0005841992,0.0005241677,0.009604693,0.1624395,0.8100199],"study_design_scores_gemma":[0.0005103385,0.002946638,0.05479144,0.02790917,0.0002816288,0.002087823,0.03131466,0.00336659,0.004081861,0.1146694,0.7577184,0.0003219816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01650663,0.04598966,0.007782872,0.9002768,0.00714438,0.0001709191,0.0001643374,0.0003550458,0.02160932],"genre_scores_gemma":[0.4583288,0.1436432,0.06346346,0.3109965,0.01248656,0.000756348,0.0004609515,0.0003909147,0.009473281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02200488,"threshold_uncertainty_score":0.1163744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668442394237125,"score_gpt":0.3878509688924772,"score_spread":0.2210067294687648,"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."}}