{"id":"W4205148896","doi":"10.1093/clinchem/hvab198","title":"At-Home Testing for Infectious Diseases: The Laboratory Where You Live","year":2021,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Cepheid; BioFire Diagnostics","keywords":"Medicine; Virology","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":[0.00162459,0.001245376,0.001119275,0.001158366,0.001854022,0.003623612,0.001405169,0.003463014,0.03796081],"category_scores_gemma":[0.006978197,0.0005535186,0.0006561502,0.0005457121,0.001067304,0.002953134,0.002438142,0.004223043,0.02474125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008932729,"about_ca_system_score_gemma":0.002414434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725624,"about_ca_topic_score_gemma":0.003949226,"domain_scores_codex":[0.9971979,0.001104475,0.0001672183,0.0003084801,0.0008194925,0.0004024074],"domain_scores_gemma":[0.9939139,0.0007769103,0.0004111106,0.0004330812,0.002277851,0.002186998],"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":[0.0007951204,0.000917174,0.05829013,0.0004162577,0.00009869962,0.004528086,0.0007335444,0.0002338156,0.01408681,0.002079751,0.6464849,0.2713358],"study_design_scores_gemma":[0.000292482,0.002277524,0.07294524,0.002551858,0.0002399515,0.02498282,0.005891243,0.001003368,0.02258383,0.01991818,0.8470569,0.0002566266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09135813,0.07141757,0.0864967,0.4232086,0.03650879,0.001348561,0.003464436,0.0186405,0.2675567],"genre_scores_gemma":[0.4375368,0.03212082,0.1080439,0.2203383,0.03138231,0.0009301003,0.002321104,0.002478396,0.1648483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03796081,"threshold_uncertainty_score":0.1269915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05654619847519717,"score_gpt":0.3618302627100973,"score_spread":0.3052840642349001,"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."}}