{"id":"W3125943304","doi":"10.4103/picr.picr_310_20","title":"Hydroxychloroquine in the prophylaxis of COVID 19","year":2021,"lang":"en","type":"article","venue":"Perspectives in Clinical Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroxychloroquine; Medicine; Context (archaeology); Chloroquine; Rheumatoid arthritis; Adverse effect; Clinical trial; Repurposing; Health care; Malaria; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Internal medicine; Disease; Immunology; Infectious disease (medical specialty)","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02924898,0.0001620934,0.0008418536,0.0005006572,0.000119898,0.00002918355,0.0006633743,0.000241292,0.0005974487],"category_scores_gemma":[0.6626265,0.0001078515,0.0003433516,0.003348356,0.002857244,0.00006585108,0.0008519806,0.003825738,0.00006497201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995618,"about_ca_system_score_gemma":0.003657507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007609231,"about_ca_topic_score_gemma":0.0006764614,"domain_scores_codex":[0.9904465,0.003926681,0.001344258,0.001010323,0.002428922,0.0008432867],"domain_scores_gemma":[0.7587482,0.2337755,0.000229095,0.003141239,0.003019296,0.001086658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004378841,0.0125768,0.9132438,0.001593518,0.0002236554,0.00407875,0.01871246,0.00006729648,0.0008943827,0.01826222,0.002578581,0.02338972],"study_design_scores_gemma":[0.006425753,0.004910113,0.9026186,0.0003753084,0.00001992763,0.00001198304,0.03787477,0.000601116,0.0002279838,0.02624645,0.02047525,0.0002126975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765744,0.003287843,0.00005973854,0.1061301,0.00009100568,0.001464328,0.00001582363,0.00002326316,0.01235354],"genre_scores_gemma":[0.9891351,0.007924317,0.0003164486,0.0009374424,0.0002868087,0.0001437287,0.000004236657,0.00001918617,0.001232767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6333776,"threshold_uncertainty_score":0.9998564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3972608594367034,"score_gpt":0.6416474358763717,"score_spread":0.2443865764396684,"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."}}