{"id":"W4392581938","doi":"10.1093/biomethods/bpae016","title":"Alternative community-led intervention to improve uptake of cataract surgery services in rural Tanzania—The Dodoma Community Cataract Acceptance Trial (DoCCAT): a protocol for intervention co-designing and implementation in a cluster-randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Biology Methods and Protocols","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"Lions Clubs International Foundation","keywords":"Psychological intervention; Medicine; Intervention (counseling); Tanzania; Cataract surgery; Randomized controlled trial; Cluster randomised controlled trial; Community engagement; Family medicine; Optometry; Nursing; Surgery; Public relations; Geography","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":[0.01917568,0.003255486,0.00460925,0.002080367,0.002042815,0.002206564,0.00244713,0.004302939,0.01918544],"category_scores_gemma":[0.0174408,0.001795114,0.003521925,0.0015984,0.001803893,0.002190253,0.002498385,0.004242016,0.001970932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266765,"about_ca_system_score_gemma":0.008361794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118838,"about_ca_topic_score_gemma":0.004284557,"domain_scores_codex":[0.9854719,0.01021455,0.001446273,0.0008496902,0.0007847094,0.001232793],"domain_scores_gemma":[0.9937996,0.002786152,0.001030084,0.0005129302,0.0008880119,0.000983091],"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":[0.7717206,0.06759392,0.002150557,0.02451669,0.002621143,0.0002321842,0.002146384,0.003485363,0.001928328,0.004148612,0.008705746,0.1107505],"study_design_scores_gemma":[0.9147478,0.0695484,0.002062834,0.001734353,0.0009237064,0.00002744036,0.0003225113,0.002063679,0.0007947807,0.001533755,0.006168505,0.00007229069],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05815973,0.0008968098,0.004365108,0.0006132438,0.0006969377,0.9312946,0.001700017,0.0002578404,0.00201578],"genre_scores_gemma":[0.03780184,0.0002736033,0.008150334,0.0003179789,0.00006545434,0.952646,0.0001889627,0.00001000943,0.0005458957],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01918544,"threshold_uncertainty_score":0.1014119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967630480187911,"score_gpt":0.5232323331246004,"score_spread":0.4535560283227212,"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."}}