{"id":"W4406384991","doi":"10.62754/joe.v3i8.5875","title":"Behavioral Counseling to Promote a Healthful Diet and Physical Activity for Cardiovascular Disease Prevention in Adults Without Known Cardiovascular Disease Risk Factors: Updated Systematic Review for the U.S. Preventive Services Task Force [Internet]","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Disease; Medicine; Disease prevention; Physical activity; Gerontology; Task (project management); Physical therapy; Preventive healthcare; Family medicine; Public health; Nursing; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004621529,0.0003364715,0.001503653,0.0001358929,0.0006297354,0.00005399477,0.0002512941,0.00008179277,0.000004604166],"category_scores_gemma":[0.0005669515,0.0002113441,0.001545098,0.000177556,0.00003713837,0.0003744907,0.00009458809,0.000631523,0.000005380713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994876,"about_ca_system_score_gemma":0.0004889529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004602339,"about_ca_topic_score_gemma":0.00023013,"domain_scores_codex":[0.9960577,0.001215567,0.001086021,0.0004804504,0.0005766082,0.0005836599],"domain_scores_gemma":[0.9972099,0.0007054427,0.0005895687,0.0005062345,0.0004609839,0.0005278881],"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":[0.002638847,0.000656778,0.002424939,0.9536965,0.007024219,0.00005072586,0.02887048,0.0003380207,0.000003274439,0.0001205739,0.0007657981,0.003409885],"study_design_scores_gemma":[0.007607497,0.004074561,0.02394272,0.8409851,0.05018588,0.00001607121,0.00799005,0.03409884,0.000007642355,0.002536097,0.02727876,0.001276843],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822892,0.1551031,0.005873617,0.0005768902,0.000725411,0.01439937,0.0003873808,0.00003947369,0.000002725481],"genre_scores_gemma":[0.9843799,0.01220218,0.0001359407,0.0001668232,0.0007389519,0.002105711,0.00003130545,0.00006162088,0.000177514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1614879,"threshold_uncertainty_score":0.8618363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244075780842522,"score_gpt":0.3947317658810803,"score_spread":0.3522910080726551,"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."}}