{"id":"W2263412082","doi":"10.1186/s13643-015-0175-3","title":"Dietary sodium intake and overweight and obesity in children and adults: a protocol for a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Sodium Intake and Health","field":"Nursing","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart Foundation of Australia","keywords":"Medicine; Overweight; Obesity; Meta-analysis; CINAHL; Randomized controlled trial; Systematic review; Environmental health; MEDLINE; Gerontology; Internal medicine; Psychological intervention; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009275489,0.001380223,0.03105609,0.0005668493,0.000205282,0.0002002621,0.0003532705,0.0004210799,0.0000410392],"category_scores_gemma":[0.00181744,0.0006585208,0.002055058,0.0006895283,0.0001318371,0.0002588889,0.000179845,0.0003822991,0.0000261843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589223,"about_ca_system_score_gemma":0.0000671678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000916549,"about_ca_topic_score_gemma":0.0001385905,"domain_scores_codex":[0.9858953,0.005244849,0.006449279,0.001424953,0.00040347,0.0005821317],"domain_scores_gemma":[0.9916154,0.001728401,0.004727534,0.00146573,0.0001269987,0.0003359187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009161773,0.00004427117,0.00003093991,0.9828441,0.0139582,0.00000154242,0.0001614995,6.362596e-10,8.075504e-9,0.00003058109,0.0003176395,0.002602052],"study_design_scores_gemma":[0.0003882099,0.0001235815,0.00001558105,0.6135927,0.371611,0.0002371897,0.00001383446,0.000002917756,2.207587e-8,0.00004901756,0.01348277,0.0004831042],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.755297e-7,0.5757415,0.00001054673,0.0001010745,0.00001756252,0.4239834,0.0001089127,0.00002056895,0.00001578186],"genre_scores_gemma":[7.903029e-7,0.5704619,0.0002119461,0.0003283465,0.00003724747,0.4287982,0.00002479689,0.00005170997,0.00008507529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3692513,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026594916750691,"score_gpt":0.4033653130146715,"score_spread":0.3007058213396023,"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."}}