{"id":"W7132947139","doi":"","title":"South Asian Low-sodium sTudy (SALT): A Multi-Method Approach","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Sodium Intake and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); South asia; Acculturation; Blood pressure; Randomization; Test (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003027876,0.001718863,0.002295115,0.001103845,0.002614767,0.0004289628,0.001431218,0.001054283,0.00463705],"category_scores_gemma":[0.0004142258,0.001988563,0.0007811559,0.001808383,0.0001030592,0.0002196149,0.0002681554,0.004723612,0.0006273845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239689,"about_ca_system_score_gemma":0.001197279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007049799,"about_ca_topic_score_gemma":0.001220485,"domain_scores_codex":[0.9877223,0.003241445,0.001857716,0.003038141,0.001992711,0.002147724],"domain_scores_gemma":[0.9943431,0.0003719825,0.001816713,0.002248365,0.0003861875,0.0008336287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00353327,0.009640755,0.00539216,0.002379793,0.0005221591,0.0001115526,0.9617344,0.0001838167,0.0004309413,0.0001236438,0.001609408,0.01433811],"study_design_scores_gemma":[0.006211545,0.002702507,0.03189138,0.0002542459,0.001246818,0.00003321263,0.9449827,0.006020487,0.000537552,0.00002411586,0.004106045,0.001989358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8695586,0.002956175,0.01033935,0.001939592,0.02082416,0.01976043,0.0001976064,0.001196547,0.07322759],"genre_scores_gemma":[0.8893243,0.00004893602,0.02783546,0.000891041,0.00167937,0.001621118,0.002437535,0.0008241014,0.07533814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02649922,"threshold_uncertainty_score":0.9995623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05160486474053045,"score_gpt":0.4216361223384654,"score_spread":0.3700312575979349,"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."}}