{"id":"W4401445988","doi":"10.2196/55299","title":"Financial health risk protection education intervention on knowledge, perception and willingness to enroll for health insurance fund among rural communities in a low resource setting, Tanzania: “A cluster randomized controlled trial study protocol” (Preprint)","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tanzania; Intervention (counseling); Business; Willingness to pay; Randomized controlled trial; Cluster (spacecraft); Perception; Cluster randomised controlled trial; Finance; Medicine; Socioeconomics; Psychology; Nursing; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003193169,0.002049212,0.00278361,0.00065403,0.001479576,0.0009477997,0.001213404,0.002586568,0.01836982],"category_scores_gemma":[0.004683196,0.001303868,0.002398738,0.0005774188,0.001581287,0.001266971,0.001172786,0.003009046,0.001273728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615226,"about_ca_system_score_gemma":0.003339464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008307042,"about_ca_topic_score_gemma":0.008936856,"domain_scores_codex":[0.998283,0.0006634583,0.0001735716,0.000350527,0.0001228024,0.0004066179],"domain_scores_gemma":[0.9982606,0.0006426285,0.0003267553,0.0001327661,0.0001774291,0.0004598314],"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":[0.8331915,0.1187701,0.005153583,0.005243841,0.001997751,0.00006768929,0.0009061918,0.0008518265,0.001865169,0.0004994302,0.002660854,0.02879199],"study_design_scores_gemma":[0.8079205,0.170242,0.01626298,0.0004579892,0.001862139,0.00001345979,0.0003454507,0.0008037853,0.0006208699,0.0004889401,0.0009275391,0.0000543259],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9549456,0.0005350159,0.0007832015,0.0007926215,0.000459284,0.03893149,0.001821421,0.0001013972,0.001629892],"genre_scores_gemma":[0.8732141,0.0004214357,0.005776724,0.0007420562,0.000234879,0.1158553,0.0007130037,0.00001482208,0.003027778],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01836982,"threshold_uncertainty_score":0.06145316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364713697556199,"score_gpt":0.4900913362626819,"score_spread":0.353619966507062,"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."}}