{"id":"W4283264134","doi":"10.1136/bmjopen-2021-052633","title":"Harnessing new mHealth technologies to Strengthen the Management of Multidrug-Resistant Tuberculosis in Vietnam (V-SMART trial): a protocol for a randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; mHealth; Protocol (science); Tuberculosis; Randomized controlled trial; Alternative medicine; Family medicine; Nursing; Surgery; Pathology; Psychological intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05872076,0.006536855,0.01200927,0.003446707,0.003605951,0.005598734,0.004117908,0.00889666,0.07567256],"category_scores_gemma":[0.04665004,0.003454563,0.007312695,0.004208085,0.004965135,0.004193029,0.003015636,0.008340107,0.01387235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005943581,"about_ca_system_score_gemma":0.01642449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872545,"about_ca_topic_score_gemma":0.003700055,"domain_scores_codex":[0.9651076,0.02370873,0.00379403,0.002000118,0.002640199,0.002749419],"domain_scores_gemma":[0.9832896,0.00548068,0.003286964,0.002600926,0.003566731,0.001775073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7990459,0.01715961,0.00122519,0.06037369,0.003145951,0.0005539572,0.00132963,0.004081202,0.004171513,0.01265251,0.0389585,0.05730227],"study_design_scores_gemma":[0.8879248,0.02785425,0.002025319,0.009701847,0.001309339,0.00009578476,0.0002800676,0.003408948,0.001186621,0.005668945,0.06036365,0.0001803957],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004867784,0.0001241708,0.0006228699,0.0000850689,0.0001823723,0.9978369,0.0003489049,0.00004473054,0.0002682596],"genre_scores_gemma":[0.0003952066,0.00006368137,0.001039076,0.0000625164,0.00002007086,0.9982209,0.00004792997,0.000003129068,0.0001474868],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07567256,"threshold_uncertainty_score":0.3105487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1591045440930626,"score_gpt":0.512207875606579,"score_spread":0.3531033315135164,"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."}}