{"id":"W4387902943","doi":"10.1186/s13063-023-07729-8","title":"Community-based type 2 diabetes care by lay village health workers in rural Lesotho: protocol for a cluster-randomized trial within the ComBaCaL cohort study (ComBaCaL T2D TwiC)","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Direktion für Entwicklung und Zusammenarbeit; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; World Diabetes Foundation; Universität Zürich; Universität Basel","keywords":"Medicine; Cluster randomised controlled trial; Cohort; Type 2 diabetes; Family medicine; Referral; Cohort study; Randomized controlled trial; Clinical endpoint; Environmental health; Diabetes mellitus; Internal medicine","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":[0.02151316,0.004937261,0.008837079,0.001796094,0.003087651,0.00352473,0.003201657,0.005254152,0.0678722],"category_scores_gemma":[0.01843942,0.002752146,0.00432201,0.00235451,0.002812331,0.003227257,0.002027607,0.007174885,0.01049383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004679563,"about_ca_system_score_gemma":0.01493177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004525619,"about_ca_topic_score_gemma":0.007331247,"domain_scores_codex":[0.9888359,0.006251688,0.001168003,0.001349219,0.0008616043,0.001533596],"domain_scores_gemma":[0.9914029,0.001907751,0.001594637,0.00114889,0.002070518,0.001875356],"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":[0.9099039,0.02383939,0.0009483073,0.01100102,0.001878128,0.0002644732,0.0006332748,0.002234777,0.001467875,0.003050204,0.01893868,0.02583988],"study_design_scores_gemma":[0.9524605,0.02453182,0.001561433,0.001457585,0.0005291418,0.00003442503,0.0001488781,0.001358432,0.0003633826,0.001751089,0.01573115,0.00007234922],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002122236,0.0001251898,0.0007633416,0.00014459,0.0001902028,0.9951846,0.0008913518,0.00006312536,0.0005153826],"genre_scores_gemma":[0.001777778,0.00005455504,0.0009773697,0.00009777658,0.00002727178,0.9967428,0.00009681309,0.000003660366,0.0002219852],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0678722,"threshold_uncertainty_score":0.2270551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2016514859742799,"score_gpt":0.5377842434390125,"score_spread":0.3361327574647327,"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."}}