{"id":"W2919440236","doi":"10.2196/13250","title":"Application of Mobile Health Technologies Aimed at Salt Reduction: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sodium Intake and Health","field":"Nursing","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"mHealth; Psychological intervention; Medicine; Cochrane Library; Environmental health; Short Message Service; Nursing; Alternative medicine; Computer science; Telecommunications; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002491167,0.0008164601,0.007828762,0.0005882344,0.0005179982,0.00002379422,0.0005617391,0.0007557695,0.00001781841],"category_scores_gemma":[0.0001292585,0.0006482465,0.0004778506,0.001176773,0.0002048895,0.0001212862,0.0001613964,0.001103984,0.0002347027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807903,"about_ca_system_score_gemma":0.001614283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003612551,"about_ca_topic_score_gemma":0.00002834403,"domain_scores_codex":[0.9918008,0.001024314,0.004174745,0.001191924,0.0006338201,0.001174371],"domain_scores_gemma":[0.9915147,0.0003814976,0.0056135,0.001892563,0.0001843145,0.0004133609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001768042,0.00007189251,0.000002138958,0.6325588,0.00002343446,2.799201e-7,0.0001343461,5.51826e-8,6.448767e-8,0.0001266467,0.003750445,0.3633142],"study_design_scores_gemma":[0.0002371281,0.001140332,0.000003919702,0.4695163,0.001415495,0.0002665181,0.0002005453,0.00000682053,7.663439e-7,0.00005286152,0.526773,0.0003863716],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001214287,0.9702391,0.00001697578,0.001877351,0.0009686429,0.02616856,0.0001442763,0.0004770636,0.00009588995],"genre_scores_gemma":[0.0001540661,0.9900264,0.0001835118,0.001342047,0.0001721798,0.007367503,0.0004358017,0.0001357223,0.000182736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5230225,"threshold_uncertainty_score":0.9995969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09365844671731491,"score_gpt":0.4460052078176689,"score_spread":0.352346761100354,"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."}}