{"id":"W3124305122","doi":"10.1002/mde.3496","title":"Test Sensitivity for Infection versus Infectiousness of SARS-CoV-2","year":2020,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); False positive paradox; Test (biology); Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Virology; Statistics; Infectious disease (medical specialty); Biology; Internal medicine; Outbreak; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.000244983,0.0001198195,0.00029725,0.00005327588,0.0000533115,0.00003372041,0.0000430545,0.00008536298,0.000004258722],"category_scores_gemma":[0.001620271,0.0001205162,0.00006605904,0.00006820365,0.00005030027,0.0001952546,0.00009952077,0.00005684258,0.000003994048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000029071,"about_ca_system_score_gemma":0.00001355308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002560156,"about_ca_topic_score_gemma":0.0001372016,"domain_scores_codex":[0.9993213,0.0000143892,0.000300874,0.0002183485,0.00003516857,0.0001099329],"domain_scores_gemma":[0.9977701,0.001809683,0.0001770196,0.0001470338,0.00005966828,0.00003652772],"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":[0.004971766,0.000389729,0.002242273,0.0005726946,0.0001586649,0.000009197355,0.00054081,0.0004459725,0.07951605,0.366581,0.006550276,0.5380215],"study_design_scores_gemma":[0.002366598,0.0008576111,0.0004887974,0.00003083765,0.00005959337,0.00000501961,0.00003509113,0.01209365,0.1416184,0.8345358,0.007577497,0.0003310467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6877411,0.000002661929,0.3111541,0.00006502115,0.0002281024,0.000243948,0.00002501455,0.00009209828,0.0004479549],"genre_scores_gemma":[0.9640612,0.00007640179,0.03553678,0.0001211012,0.0001596329,0.00001748267,0.000004114086,0.00002016981,0.000003131612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5376905,"threshold_uncertainty_score":0.4914506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855592832765327,"score_gpt":0.3868124033624004,"score_spread":0.2012531200858677,"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."}}