{"id":"W4403888004","doi":"10.1136/bmjgh-2024-015654","title":"Cost and cost-effectiveness of digital technologies for support of tuberculosis treatment adherence: a systematic review","year":2024,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Medical Research Council; Bill and Melinda Gates Foundation","keywords":"CINAHL; Cost effectiveness; Medicine; Checklist; MEDLINE; Observational study; Health care; Cochrane Library; Systematic review; Health technology; Economic evaluation; Meta-analysis; Nursing; Psychological intervention; Internal medicine; Psychology; Risk analysis (engineering)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003288136,0.0006535433,0.007046086,0.000195767,0.000312162,0.00001056823,0.0003643655,0.0006521848,0.00001345206],"category_scores_gemma":[0.001000781,0.000436509,0.0005997182,0.0009869663,0.0001628668,0.00006815932,0.0001834134,0.0004413513,0.00009616066],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589416,"about_ca_system_score_gemma":0.01110254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855817,"about_ca_topic_score_gemma":0.0001053085,"domain_scores_codex":[0.9922781,0.001135167,0.004424447,0.0008068481,0.0003453151,0.001010121],"domain_scores_gemma":[0.9927287,0.002342218,0.002987046,0.001105869,0.0003844585,0.0004517011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001775517,0.0000907431,0.00001477479,0.6479849,0.0001166246,7.854312e-7,0.00001793563,1.613281e-8,1.972029e-9,0.003976078,0.005096438,0.3426839],"study_design_scores_gemma":[0.00036474,0.0007810821,0.000002675935,0.5755545,0.001736151,0.00003076257,0.0001441118,0.00000192206,3.51583e-8,0.0004865991,0.4207331,0.0001643141],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.205657e-7,0.8452182,0.0001618318,0.0006353072,0.0003401902,0.1419304,0.01113308,0.0001780199,0.0004023862],"genre_scores_gemma":[0.00002448486,0.7823627,0.0001468112,0.0001549787,0.0000398833,0.2162855,0.0008276317,0.00004516805,0.0001128993],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4156367,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909918669207328,"score_gpt":0.5773097005681498,"score_spread":0.386317833647417,"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."}}