{"id":"W2895853183","doi":"10.2196/11638","title":"Change in Patient Comfort Using Mobile Phones Following the Use of an App to Monitor Tuberculosis Treatment Adherence: Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"mHealth; Mobile apps; Mobile phone; Tuberculosis; Medicine; Mobile device; Medical emergency; Computer science; Psychological intervention; World Wide Web; Nursing; Telecommunications","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":[0.002588525,0.0002724033,0.0004526536,0.000739313,0.000916991,0.001050323,0.0004430208,0.000770491,0.001314443],"category_scores_gemma":[0.005789305,0.0003987563,0.0009327049,0.0007379709,0.0002909645,0.0009453578,0.0007542784,0.001375657,0.0003648876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005692258,"about_ca_system_score_gemma":0.0006260014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005135941,"about_ca_topic_score_gemma":0.006395307,"domain_scores_codex":[0.9987668,0.0004289818,0.0001365306,0.0001753341,0.0002753442,0.0002169585],"domain_scores_gemma":[0.9953898,0.0008470681,0.002001493,0.0002968795,0.0008830416,0.0005816555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000420348,0.0008068462,0.9942583,0.00002273206,0.00008111841,0.00004518732,0.000844201,0.00002557304,0.0002324845,0.000007323425,0.00009288616,0.003162904],"study_design_scores_gemma":[0.00002628932,0.001405319,0.9970576,0.00001448891,0.00005413715,0.00008731741,0.0007700508,0.0002156861,0.0001553548,0.00000967813,0.0001928596,0.00001119226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992852,0.00009610222,0.0001155901,0.00002786229,0.000003961036,0.00004769584,0.000163069,0.00000358936,0.0002570821],"genre_scores_gemma":[0.9992504,0.0000587127,0.000158926,0.000037142,0.000007931341,0.00007554902,0.0002126959,0.000001744715,0.0001968294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005135941,"threshold_uncertainty_score":0.01368958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650493499698162,"score_gpt":0.5135533220097034,"score_spread":0.2485039720398872,"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."}}