{"id":"W2890239677","doi":"10.2196/10239","title":"Text Messages Sent to Household Tuberculosis Contacts in Kampala, Uganda: Process Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases","keywords":"Tuberculosis; mHealth; Process (computing); Environmental health; Medicine; Optometry; Advertising; Internet privacy; Business; Computer science; Nursing; Psychological intervention","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":[0.07084126,0.00102973,0.00124989,0.002032537,0.001660153,0.001982255,0.001522928,0.001266397,0.002120594],"category_scores_gemma":[0.1155504,0.0008826518,0.001644828,0.001583469,0.001816712,0.002415952,0.003220924,0.00152736,0.0002360478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004511928,"about_ca_system_score_gemma":0.01381813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668306,"about_ca_topic_score_gemma":0.002382827,"domain_scores_codex":[0.9354873,0.05117813,0.005306923,0.001348969,0.0044556,0.002223007],"domain_scores_gemma":[0.9100153,0.05779822,0.01537095,0.002923125,0.01126238,0.002630075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04552503,0.08482964,0.09801469,0.02126427,0.001114279,0.0006613763,0.06946728,0.005646205,0.003119307,0.001460944,0.001217087,0.66768],"study_design_scores_gemma":[0.05469029,0.604919,0.2431021,0.01326775,0.004535549,0.0004813747,0.03585823,0.01215988,0.01562485,0.003509886,0.01141958,0.0004314488],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622628,0.0008775378,0.002328453,0.0002929767,0.00003684579,0.03254335,0.0001646348,0.00003633181,0.001457047],"genre_scores_gemma":[0.9366195,0.001678221,0.01198349,0.0002228181,0.0000631763,0.04881137,0.0001994525,0.00001163574,0.0004101689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07084126,"threshold_uncertainty_score":0.3746489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226355082323036,"score_gpt":0.4958168665852668,"score_spread":0.3731813583529632,"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."}}