{"id":"W4402898826","doi":"10.30574/wjarr.2020.07.2.0198","title":"Evaluating lifestyle interventions' effects on the management of hypertension: A systematic review","year":2020,"lang":"en","type":"review","venue":"World Journal of Advanced Research and Reviews","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Intensive care medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.01639889,0.0003520082,0.004851801,0.0003759046,0.0002555299,0.00002288176,0.0006145801,0.00006288224,0.00007299123],"category_scores_gemma":[0.003320178,0.0001581209,0.001174229,0.001245661,0.0001447539,0.00004150513,0.0002107955,0.00153982,0.0001480201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008631081,"about_ca_system_score_gemma":0.0000953384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.505672e-7,"about_ca_topic_score_gemma":0.000001381393,"domain_scores_codex":[0.9882194,0.007061878,0.003130162,0.0003308095,0.0008128927,0.0004448823],"domain_scores_gemma":[0.9922952,0.003972508,0.002487037,0.0006380247,0.0003906068,0.0002166046],"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":[0.00001007822,0.0000567967,6.027621e-8,0.5341882,0.0004079349,0.000106555,0.00002776444,2.839682e-8,4.023589e-8,0.0005344793,0.006446055,0.4582221],"study_design_scores_gemma":[0.000148743,0.0006343262,7.386957e-7,0.5402348,0.001146459,0.0000886771,0.00003378595,1.05893e-7,4.972953e-8,0.00005948083,0.4575875,0.00006529684],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.988774e-7,0.9899104,0.00001044745,0.001709777,0.0004424555,0.006650674,0.000002720179,0.000004897595,0.001267889],"genre_scores_gemma":[0.000002158609,0.9960609,0.0004628405,0.0005075302,0.0001802873,0.0006831863,0.000001921522,0.00003260723,0.002068589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4581568,"threshold_uncertainty_score":0.6689835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3481903792906231,"score_gpt":0.5559343039782598,"score_spread":0.2077439246876367,"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."}}