{"id":"W4396629204","doi":"10.5334/gh.1308","title":"More People, More Active, More Often for Heart Health – Taking Action on Physical Activity","year":2024,"lang":"en","type":"review","venue":"Global Heart","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Physical activity; Disease; Environmental health; Diabetes mellitus; Type 2 diabetes; Blood pressure; Cardiovascular health; Gerontology; Physical therapy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002800182,0.0009491133,0.004515109,0.0001799447,0.0003658059,0.00006942043,0.0001930576,0.0005371583,0.00001637514],"category_scores_gemma":[0.0001507436,0.0007445529,0.001833855,0.001010814,0.0001464563,0.0002421293,0.0001463684,0.001782128,0.0003269871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585573,"about_ca_system_score_gemma":0.0022325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007472506,"about_ca_topic_score_gemma":0.0000785939,"domain_scores_codex":[0.9958175,0.0002144016,0.0005206105,0.001375735,0.0008938459,0.001177839],"domain_scores_gemma":[0.9975209,0.0003382794,0.0004506257,0.0008007864,0.000118024,0.0007714489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004955168,0.002472158,0.000008978664,0.05864996,0.0003290934,0.00001419065,0.000211126,0.000001730739,0.000004533455,0.0005291277,0.04721216,0.8900714],"study_design_scores_gemma":[0.0006116361,0.001822506,0.002138164,0.01767941,0.001248131,0.0002525116,0.00009514674,0.0002825439,0.00001080345,0.0002140282,0.975067,0.0005781802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02298606,0.8827056,0.0001566799,0.06786765,0.002858482,0.01409326,0.006444313,0.001345498,0.001542458],"genre_scores_gemma":[0.02085482,0.9602889,0.0005049823,0.007342772,0.007326411,0.001282883,0.001224448,0.0003406788,0.0008340795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9278548,"threshold_uncertainty_score":0.9995006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413970206245641,"score_gpt":0.4995717179794299,"score_spread":0.3581746973548658,"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."}}