{"id":"W4396889437","doi":"10.2196/51993","title":"Effectiveness, Safety, and Acceptability of Primaquine Mass Drug Administration in Low-Endemicity Areas in Southern Thailand: Proof-of-Concept Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Malaria Research and Control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Primaquine; Mass drug administration; Drug; Environmental health; Administration (probate law); Pharmacology; Toxicology; Medicine; Risk analysis (engineering); Malaria; Population; Chloroquine; Biology; Immunology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01062975,0.001048664,0.00121745,0.000380108,0.00036763,0.001215516,0.001433096,0.001057566,0.003552475],"category_scores_gemma":[0.006680205,0.0003198299,0.00120135,0.0002239252,0.0008869658,0.000879194,0.0009688769,0.001213828,0.0002961818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007293716,"about_ca_system_score_gemma":0.002515611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005124037,"about_ca_topic_score_gemma":0.0005346781,"domain_scores_codex":[0.9952319,0.003060158,0.0002329404,0.0003376717,0.0007996572,0.0003376887],"domain_scores_gemma":[0.9944212,0.002634779,0.001138249,0.0002208981,0.0009829074,0.0006020604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08688925,0.1729518,0.009816836,0.04792094,0.002422223,0.001985579,0.005749151,0.01038601,0.2485817,0.002959864,0.004883978,0.4054527],"study_design_scores_gemma":[0.02236556,0.8528156,0.01200431,0.001354392,0.001850712,0.0006990415,0.001850778,0.004905024,0.08649514,0.000573878,0.01496063,0.0001249255],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697679,0.003174024,0.006997477,0.0005487759,0.0001676331,0.0152973,0.000548969,0.00006687643,0.003430955],"genre_scores_gemma":[0.9611079,0.003364042,0.02149593,0.0003862361,0.00009556804,0.012077,0.0002472745,0.00001564584,0.001210458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062975,"threshold_uncertainty_score":0.05621618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759134033010259,"score_gpt":0.3274248732512322,"score_spread":0.3098335329211296,"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."}}