{"id":"W4285410670","doi":"10.2196/36747","title":"Generation of Cascades of Care for Diabetes and Hypertension Care Continuum in Cambodia: Protocol for a Population-Based Survey Protocol","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"VLIRUOS; Universiteit Antwerpen; Vlaamse Interuniversitaire Raad","keywords":"Protocol (science); Population; Medicine; Psychology; Alternative medicine; Environmental health","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":[0.04876713,0.00240968,0.002243227,0.003349246,0.004552041,0.002785861,0.003492298,0.003220808,0.08878287],"category_scores_gemma":[0.05328202,0.003015594,0.003346751,0.003249951,0.001757788,0.00213886,0.003038458,0.005204673,0.01750919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008518654,"about_ca_system_score_gemma":0.02462337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872364,"about_ca_topic_score_gemma":0.02202289,"domain_scores_codex":[0.9780187,0.01390739,0.003967729,0.001608425,0.001316751,0.001180984],"domain_scores_gemma":[0.9638212,0.0107568,0.003872335,0.00531794,0.01380491,0.002426858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03967203,0.01460708,0.0325391,0.05538506,0.002078556,0.001632928,0.01438486,0.01009657,0.003234826,0.0265053,0.5816966,0.2181671],"study_design_scores_gemma":[0.08208508,0.01627189,0.109793,0.03863491,0.001515344,0.0005950961,0.01048892,0.01149317,0.003611276,0.01993044,0.7045476,0.001033159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001675448,0.00007994864,0.003817226,0.000333076,0.0001601131,0.969762,0.02222002,0.00009487176,0.001857285],"genre_scores_gemma":[0.001024118,0.00004949026,0.003095345,0.000136776,0.00001295496,0.9938468,0.001579253,0.00000568956,0.0002495408],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08878287,"threshold_uncertainty_score":0.2970083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2620869245432266,"score_gpt":0.5038848401354167,"score_spread":0.24179791559219,"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."}}