{"id":"W4294104530","doi":"10.1038/s41366-022-01209-w","title":"Physical activity and fitness vs adiposity and weight loss for the prevention of cardiovascular disease and cancer mortality","year":2022,"lang":"en","type":"letter","venue":"International Journal of Obesity","topic":"Physical Activity and Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Weight loss; Disease; Obesity; Internal medicine; Cancer; Physical activity; Cardiovascular health; Cardiovascular fitness; Physical fitness; Endocrinology; Gerontology; Oncology; Physical therapy","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":[0.001845647,0.0004547629,0.001433992,0.0006035739,0.001457586,0.001628999,0.0007633672,0.01691015,0.006293118],"category_scores_gemma":[0.01242568,0.0003941442,0.0007392319,0.0007491183,0.001051671,0.001204344,0.0005218412,0.0134726,0.002789437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691967,"about_ca_system_score_gemma":0.001966304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459975,"about_ca_topic_score_gemma":0.008591957,"domain_scores_codex":[0.9989691,0.0004040507,0.0001538725,0.00009407993,0.000262895,0.0001159936],"domain_scores_gemma":[0.9948638,0.003340639,0.0002835205,0.00008688492,0.0006031889,0.0008219469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001173418,0.0003412463,0.008298954,0.0002580124,0.0001179986,0.002889748,0.0001309235,0.0001598038,0.0003881911,0.003695705,0.9393699,0.04317611],"study_design_scores_gemma":[0.003408392,0.001144138,0.03153624,0.002198653,0.0005028181,0.00728412,0.001112194,0.003097672,0.0007011168,0.02066613,0.9281991,0.0001495855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002986645,0.0056822,0.0000604846,0.9618481,0.02375727,0.00001951583,0.0001159899,0.000013194,0.005516537],"genre_scores_gemma":[0.03139249,0.006230325,0.0003253353,0.8007766,0.1507275,0.0000843496,0.0001099264,0.00002172765,0.01033178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01691015,"threshold_uncertainty_score":0.0210526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659642496193512,"score_gpt":0.3460254069037554,"score_spread":0.3094289819418203,"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."}}