{"id":"W2943909779","doi":"10.1136/bmjopen-2018-028073","title":"Perceptions of drones, digital adherence monitoring technologies and educational videos for tuberculosis control in remote Madagascar: a mixed-method study protocol","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Western University","funders":"","keywords":"Medicine; Focus group; Public health; Context (archaeology); Public relations; Bioethics; Nursing; Medical education; Marketing; Business","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":[0.03201158,0.001787627,0.002202344,0.002509692,0.004531027,0.002920878,0.003128056,0.002818569,0.02719884],"category_scores_gemma":[0.01552566,0.002132809,0.002047293,0.001809036,0.002168678,0.002255124,0.002817843,0.003939959,0.004099174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004209431,"about_ca_system_score_gemma":0.01645923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005714986,"about_ca_topic_score_gemma":0.01149359,"domain_scores_codex":[0.9903744,0.005335853,0.001172204,0.0009227342,0.0007607202,0.001434039],"domain_scores_gemma":[0.9867328,0.005510199,0.001476985,0.001112211,0.00348598,0.001681873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04557848,0.137716,0.04983589,0.04282879,0.0007323066,0.005689831,0.2609538,0.004061793,0.01742126,0.01432054,0.04630165,0.3745596],"study_design_scores_gemma":[0.05905342,0.11884,0.1768916,0.02377248,0.001171128,0.001002528,0.3456258,0.006394862,0.01117239,0.01228915,0.2428799,0.0009068353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0663829,0.0002249484,0.003416585,0.0004059869,0.00009208965,0.9251493,0.001731244,0.00003739202,0.002559607],"genre_scores_gemma":[0.01244651,0.0001561196,0.004356289,0.0002698375,0.00001936784,0.9819345,0.0001945742,0.000004434186,0.0006182335],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03201158,"threshold_uncertainty_score":0.1692954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0631380628857315,"score_gpt":0.4830103384573078,"score_spread":0.4198722755715764,"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."}}