{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005785941,0.001347649,0.007771314,0.005367121,0.0004530421,0.00143624,0.001529194,0.001653221,0.005746543],"category_scores_gemma":[0.01888306,0.0007630366,0.009747513,0.004662808,0.0003533852,0.001194533,0.0009219294,0.00137142,0.0004019586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517625,"about_ca_system_score_gemma":0.008175524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01854907,"about_ca_topic_score_gemma":0.03592405,"domain_scores_codex":[0.9975636,0.00075395,0.0007180936,0.0002137477,0.0006464886,0.0001040765],"domain_scores_gemma":[0.9927284,0.003827396,0.001929446,0.0001227463,0.001262093,0.000129971],"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":[0.0007594465,0.00008237537,0.0007847224,0.8614296,0.01825076,0.00005012024,0.0001187944,0.0001404743,0.0001945468,0.0001779934,0.004678032,0.113333],"study_design_scores_gemma":[0.002924884,0.0007217102,0.01150499,0.7955241,0.1649695,0.0002422277,0.0001570708,0.0002914983,0.0003572326,0.0002782847,0.02295803,0.00007043262],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001435417,0.9956123,0.0002218431,0.0004224666,0.0001549056,0.0007530832,0.001016484,0.00003234845,0.0003511732],"genre_scores_gemma":[0.01280957,0.9822356,0.001644333,0.0007915447,0.00009213389,0.001474847,0.0007043105,0.00001088951,0.0002367364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01854907,"threshold_uncertainty_score":0.03688222,"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."}}