{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002879662,0.0001330935,0.0002759647,0.000006308248,0.0001886366,0.00002827226,0.0000799447,0.0001749317,0.0001269571],"category_scores_gemma":[0.01477688,0.0001037509,0.0002022758,0.0002385337,0.0001468905,0.00002641075,0.00009459152,0.0003946823,0.00005822613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007521173,"about_ca_system_score_gemma":0.0003296644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002358399,"about_ca_topic_score_gemma":0.00000347344,"domain_scores_codex":[0.9988226,0.00003889302,0.0004252465,0.0003607789,0.0001386102,0.0002139306],"domain_scores_gemma":[0.9965065,0.002358983,0.0001461655,0.0004110549,0.0004461769,0.0001311875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001027863,0.0003849864,0.8217583,0.0005896243,0.0001270023,0.0001520778,0.00004528925,0.000001013197,0.1662038,0.000004678529,0.005053649,0.005576857],"study_design_scores_gemma":[0.01054342,0.0006338027,0.05297845,0.001084729,0.001127955,0.0008252474,0.00114504,0.001831342,0.7154021,0.0007853916,0.2127264,0.0009160617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934458,0.001117058,0.00002214404,0.0005353127,0.0003125482,0.0001537047,0.00003362006,0.0002304509,0.00414939],"genre_scores_gemma":[0.9932383,0.0000136798,0.0003318517,0.003090653,0.001713643,0.00005844783,0.00001909003,0.00003653101,0.001497777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7687798,"threshold_uncertainty_score":0.993522,"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."}}