{"id":"W4362718581","doi":"10.6026/97320630019278","title":"Is self-testing the next paradigm for diagnostics?","year":2023,"lang":"en","type":"article","venue":"Bioinformation","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Usability; Test (biology); Medicine; The Internet; Computer science; World Wide Web; Human–computer interaction","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":[0.02523446,0.0002624885,0.00049288,0.0006965721,0.001110735,0.004430271,0.001010579,0.002302809,0.002670707],"category_scores_gemma":[0.06416652,0.0002209147,0.0005392323,0.0006946367,0.004949137,0.006103906,0.001559084,0.002554274,0.0011979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834869,"about_ca_system_score_gemma":0.004358286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375494,"about_ca_topic_score_gemma":0.001936841,"domain_scores_codex":[0.9745025,0.01593933,0.0009260654,0.001081014,0.006433176,0.001117944],"domain_scores_gemma":[0.9248895,0.04037093,0.009694541,0.005167928,0.01278343,0.007093693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004985417,0.001647359,0.3087411,0.001681876,0.0001551831,0.0004617505,0.03027591,0.0001600455,0.004182433,0.02200801,0.02328162,0.6069061],"study_design_scores_gemma":[0.0001633844,0.01053528,0.4542972,0.005770919,0.0003081552,0.006255194,0.1185844,0.002647074,0.01030928,0.06911571,0.3214486,0.000564806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5426251,0.01518946,0.04140577,0.3306434,0.002727062,0.0006329938,0.0002657303,0.0005813028,0.06592927],"genre_scores_gemma":[0.9272053,0.00491852,0.02274919,0.03989065,0.0006515157,0.0003456823,0.0001118982,0.00009767028,0.004029516],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02523446,"threshold_uncertainty_score":0.1334542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302483572485906,"score_gpt":0.3231847387990835,"score_spread":0.192936381550493,"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."}}