{"id":"W2561667374","doi":"10.5588/pha.16.0073","title":"Isoniazid preventive treatment among child contacts of adults with smear-positive tuberculosis in The Gambia","year":2016,"lang":"en","type":"article","venue":"Public Health Action","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Medical Council of Canada","funders":"Medical Research Council","keywords":"Medicine; Isoniazid; Tuberculosis; Pill; Regimen; Pediatrics; Tuberculin; Active tuberculosis; Internal medicine; Mycobacterium tuberculosis","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":[0.001180527,0.000146926,0.0004202182,0.0002087252,0.0001002919,0.00001015345,0.00007605796,0.0000937951,0.0000752658],"category_scores_gemma":[0.0005239805,0.00006834203,0.00008005582,0.0003322304,0.0001212114,0.0002452335,0.0000139336,0.000199708,0.00001709659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007104393,"about_ca_system_score_gemma":0.0003863425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008406563,"about_ca_topic_score_gemma":0.006312277,"domain_scores_codex":[0.9976031,0.0008081626,0.0003839982,0.0003033123,0.000297893,0.0006035402],"domain_scores_gemma":[0.9986006,0.0004463228,0.0001946696,0.0002871684,0.0001505562,0.0003206783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002079104,0.001692448,0.6550049,0.0002356121,0.0003258291,0.00001978317,0.005085537,9.017807e-7,0.0002476706,0.0003355791,0.002626359,0.3323463],"study_design_scores_gemma":[0.00325531,0.003870036,0.9867722,0.0004543578,0.00001825047,0.00006321554,0.0009369846,0.00003783741,0.0005282336,0.00001675532,0.003978329,0.00006849084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8495382,0.0001602086,0.0001801528,0.1472399,0.0000436336,0.001298837,0.00002716692,0.00002172077,0.001490131],"genre_scores_gemma":[0.9964757,0.001356676,0.00005143199,0.001564776,0.0001068639,0.0002551028,0.00004165364,0.00001357173,0.0001342539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322778,"threshold_uncertainty_score":0.9981965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411351182174199,"score_gpt":0.3511274744595839,"score_spread":0.3070139626378419,"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."}}