{"id":"W4247903134","doi":"10.22541/au.162126601.15715282/v1","title":"NSAIDs/Nitazoxanide/Azithromycin Immunomodulatory Protocol Used in Adults, Geriatric, Pediatric, Pregnant, and Immunocompromised COVID-19 Patients: A Prospective Observational Study and Case-Series","year":2021,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitazoxanide; Azithromycin; Medicine; Clinical endpoint; Regimen; Internal medicine; Pediatrics; Clinical trial; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001207328,0.0009787126,0.001623086,0.0008669015,0.0003066768,0.0003004932,0.000208449,0.0005283823,0.0002539785],"category_scores_gemma":[0.002906304,0.0009117799,0.0001906735,0.0008578897,0.0002156976,0.000679061,0.00125904,0.001334213,0.00000339119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752222,"about_ca_system_score_gemma":0.003415184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866128,"about_ca_topic_score_gemma":0.0009270593,"domain_scores_codex":[0.9937481,0.0005784632,0.001689362,0.002478408,0.000905184,0.0006005363],"domain_scores_gemma":[0.9958328,0.0003578829,0.0008503658,0.001537104,0.0009304789,0.0004913778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0036674,0.003755618,0.974448,0.005885028,0.0003497683,0.001105239,0.009665986,0.00004500141,0.0001726933,0.0000158704,0.0001108397,0.0007786187],"study_design_scores_gemma":[0.02517336,0.002354939,0.9627225,0.0004938267,0.0004174842,0.0008495379,0.00648771,0.0001703493,0.00008510081,0.0002157101,0.0001236046,0.0009058423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8013123,0.0004393181,0.00007457233,0.0005176562,0.0002420175,0.1970477,0.00007576973,0.0002399751,0.00005070587],"genre_scores_gemma":[0.8457356,0.00009905551,0.002468996,0.0002861253,0.0003755317,0.1502247,0.0002707464,0.0001404252,0.0003988156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04682303,"threshold_uncertainty_score":0.9993333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666398166885146,"score_gpt":0.3535898625387604,"score_spread":0.296925880869909,"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."}}