{"id":"W3000508615","doi":"10.2196/15933","title":"Reducing Salt Intake in China with “Action on Salt China” (ASC): Protocol for Campaigns and Randomized Controlled Trials","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sodium Intake and Health","field":"Nursing","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Intervention (counseling); Environmental health; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0217588,0.0004318986,0.003255322,0.0005827099,0.0005322334,0.0003956788,0.0003209716,0.0002722984,0.0001838691],"category_scores_gemma":[0.01019899,0.0002726238,0.0003641631,0.0007380023,0.0002867746,0.0003184458,0.00007173356,0.001469813,0.0000209338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488424,"about_ca_system_score_gemma":0.0004825969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003334,"about_ca_topic_score_gemma":0.0001134778,"domain_scores_codex":[0.9881262,0.006881651,0.001820002,0.0009254395,0.001144463,0.001102301],"domain_scores_gemma":[0.9932206,0.004856032,0.0007051782,0.0004538455,0.0002915908,0.0004727767],"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":[0.9723032,0.0006475208,0.0003399604,0.002607025,0.00007941149,0.00001123511,0.004312815,0.00003922221,0.003561952,0.0005331871,0.006818908,0.008745541],"study_design_scores_gemma":[0.9286349,0.01562594,0.001704059,0.006204196,0.00002622522,0.000009320542,0.0004998201,0.003479213,0.01213701,0.002420548,0.02876699,0.0004917852],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006761606,0.000002008858,0.0001992457,0.01090914,0.000020367,0.9807791,0.00001530188,0.0001522425,0.001160994],"genre_scores_gemma":[0.02108568,5.419694e-7,0.0006620003,0.0004257453,0.0008426514,0.9767421,0.00001147883,0.00009612993,0.0001336476],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04366832,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3411821388419845,"score_gpt":0.5730176288061859,"score_spread":0.2318354899642014,"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."}}