{"id":"W3200986267","doi":"10.2196/31056","title":"Interventions Using Heart Age for Cardiovascular Disease Risk Communication: Systematic Review of Psychological, Behavioral, and Clinical Effects","year":2021,"lang":"en","type":"review","venue":"JMIR Cardio","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Randomized controlled trial; Gerontology; Disease; Clinical psychology; Psychology; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009501039,0.001443352,0.008667259,0.00456873,0.0005491896,0.002092729,0.001513056,0.00178855,0.005805592],"category_scores_gemma":[0.04428011,0.000835448,0.009840164,0.004803904,0.0008440571,0.001571678,0.001197084,0.001414946,0.0003116237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844017,"about_ca_system_score_gemma":0.007454357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007457131,"about_ca_topic_score_gemma":0.01891569,"domain_scores_codex":[0.9932441,0.003034912,0.001917028,0.0005135749,0.001118799,0.000171518],"domain_scores_gemma":[0.9665139,0.0268005,0.004270079,0.0003894112,0.001722441,0.0003037764],"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":[0.0005229901,0.00004685357,0.0003796081,0.9437518,0.0130144,0.00003193074,0.000126088,0.00008245998,0.0001007675,0.0001388312,0.0008598408,0.04094447],"study_design_scores_gemma":[0.001399732,0.0007573486,0.005005862,0.8300039,0.1485661,0.0001589348,0.0002180189,0.0001159893,0.0002808959,0.0003763749,0.01306958,0.00004720108],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001237959,0.9974962,0.0001481655,0.0001810706,0.00009277667,0.0003898266,0.0002216368,0.0000121612,0.0002202663],"genre_scores_gemma":[0.0210161,0.9761246,0.0009685782,0.0005643422,0.00008881901,0.0009434865,0.0001642436,0.000007570228,0.0001222729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009501039,"threshold_uncertainty_score":0.05024689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6040705860011019,"score_gpt":0.6223368787770343,"score_spread":0.01826629277593239,"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."}}