{"id":"W4384301299","doi":"10.1371/journal.pgph.0001920","title":"Community-based tuberculosis contact management: Caregiver experience and factors promoting adherence to preventive therapy","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; Global Affairs Canada","keywords":"Medicine; Tuberculosis; Case management; Intervention (counseling); Hazard ratio; Family medicine; Internal medicine; Nursing; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001462509,0.0002304113,0.0005258104,0.0001687404,0.0004451779,0.00006283019,0.0002757384,0.00009047737,0.00007131461],"category_scores_gemma":[0.0007590796,0.0001861911,0.00008378772,0.001155121,0.0001084489,0.0001696749,0.000217897,0.0003975147,0.0000709599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472143,"about_ca_system_score_gemma":0.0003025969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003093658,"about_ca_topic_score_gemma":0.0001733726,"domain_scores_codex":[0.9964509,0.001161598,0.0003934078,0.0004328011,0.0004651396,0.001096171],"domain_scores_gemma":[0.997825,0.0002524719,0.00009539138,0.0004881675,0.0001537376,0.001185242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002614261,0.001155733,0.8610942,0.00120628,0.0005668478,0.00006298146,0.02345725,0.000004882096,0.0003776418,0.001279633,0.01693194,0.09360121],"study_design_scores_gemma":[0.001945781,0.003281482,0.9639696,0.0003933441,0.00001503412,0.000009154999,0.009088889,0.001039807,0.0001576374,0.000127145,0.01969821,0.0002738796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643368,0.0001708859,0.00005554111,0.03214549,0.00005956696,0.001548683,0.00008024919,0.0002521277,0.001350657],"genre_scores_gemma":[0.9895864,0.0005196656,0.0002379378,0.009141614,0.00003361743,0.0002269409,0.0001582058,0.00001836859,0.00007728207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028755,"threshold_uncertainty_score":0.7592651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553693285353453,"score_gpt":0.4065826943799783,"score_spread":0.2512133658446331,"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."}}