{"id":"W3156600540","doi":"10.2196/27299","title":"A Sustainable Community-Based Model of Noncommunicable Disease Risk Factor Surveillance (Shraddha-Jagrithi Project): Protocol for a Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Medicine; Cohort; Environmental health; Risk factor; Cohort study; Alternative medicine; Internal medicine","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":[0.03620955,0.003160976,0.003217029,0.002471525,0.004497974,0.002409491,0.003939456,0.003479512,0.07840638],"category_scores_gemma":[0.0262194,0.003220416,0.002920491,0.002888246,0.001764166,0.00252218,0.003230382,0.005029232,0.01715451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004879016,"about_ca_system_score_gemma":0.02599576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009975174,"about_ca_topic_score_gemma":0.01169709,"domain_scores_codex":[0.9871385,0.007532127,0.002100242,0.001160632,0.0009462038,0.00112227],"domain_scores_gemma":[0.9783682,0.004600615,0.002300439,0.003960877,0.008395912,0.002373973],"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":[0.1301782,0.04520646,0.02747392,0.06314474,0.001496885,0.002918217,0.01335883,0.01060211,0.006784226,0.0279618,0.4006864,0.2701881],"study_design_scores_gemma":[0.1482476,0.03894205,0.08878008,0.03249324,0.001201208,0.0008723292,0.01089048,0.009403856,0.004928984,0.02044749,0.6427422,0.001050379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001541045,0.00009488688,0.002610275,0.0001647061,0.0001181866,0.9887663,0.005435422,0.00008643661,0.001182759],"genre_scores_gemma":[0.0007343614,0.00005119094,0.003006142,0.00006392999,0.00001223196,0.9953651,0.0005061274,0.00000519796,0.0002556919],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07840638,"threshold_uncertainty_score":0.2622955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.367166690798359,"score_gpt":0.5545775494640762,"score_spread":0.1874108586657173,"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."}}