{"id":"W4224237267","doi":"10.2174/1871526522666220419130403","title":"A Clinically Validated, Broadly Active, Oral Viral SuperinfectionTherapy Could Mitigate Symptoms in Early-stage COVID-19 Patients","year":2022,"lang":"en","type":"article","venue":"Infectious Disorders - Drug Targets","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Superinfection; Virology; Medicine; Virus; Interferon; Immunology; Viral load","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009055,0.0005104274,0.0007542263,0.0007897685,0.000675176,0.00009877275,0.0003679373,0.0002169446,0.0004957407],"category_scores_gemma":[0.0006757838,0.0005345588,0.0004184114,0.001213543,0.0003176134,0.0003535957,0.0003321761,0.001578364,0.0001239767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330315,"about_ca_system_score_gemma":0.000933382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324389,"about_ca_topic_score_gemma":0.002449691,"domain_scores_codex":[0.9952266,0.000726652,0.0008756018,0.001002973,0.001115171,0.001052951],"domain_scores_gemma":[0.9983102,0.0003812782,0.0002318212,0.0006255123,0.0001812942,0.000269895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002242459,0.003234456,0.9826304,0.00008906934,0.0002773261,0.0001259372,0.002530329,0.0002335731,0.00091977,0.00004299387,0.001553701,0.006120009],"study_design_scores_gemma":[0.03700716,0.005920019,0.3067989,0.0000439463,0.0001258218,0.00005613926,0.0007685058,0.001208679,0.003237742,0.001906372,0.641483,0.00144369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922222,0.0001835093,0.0001931622,0.0007410592,0.0007666964,0.001990445,0.0001421247,0.0004705787,0.003290166],"genre_scores_gemma":[0.9561557,0.00005080006,0.00002052742,0.04243855,0.00008161745,0.0008298222,0.0001008498,0.0001193718,0.0002028213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6758315,"threshold_uncertainty_score":0.9997106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688013464647016,"score_gpt":0.3331679299481629,"score_spread":0.3162877953016928,"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."}}