{"id":"W3024942345","doi":"10.1016/j.cjca.2020.05.007","title":"Fit Is It for Cardiovascular Disease Prediction, Prevention, and Treatment","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Scopus; Medicine; Physical activity; Cardiovascular health; Disease; Physical therapy; Gerontology; MEDLINE; 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":[0.004317198,0.0006806403,0.001780195,0.001074454,0.006152036,0.004407905,0.001293899,0.03695049,0.02299044],"category_scores_gemma":[0.03446501,0.0005628524,0.001654892,0.0007805363,0.003669152,0.005384192,0.002301427,0.03407622,0.01220709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004791016,"about_ca_system_score_gemma":0.01053814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276237,"about_ca_topic_score_gemma":0.05906258,"domain_scores_codex":[0.995863,0.001256697,0.0004789368,0.0004018394,0.001339157,0.0006604457],"domain_scores_gemma":[0.9727538,0.009665359,0.001171249,0.0009552612,0.005194215,0.01026023],"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":[0.00007076382,0.0001139948,0.002416134,0.00003570098,0.00002374346,0.001020662,0.0001279632,0.00005262956,0.0001316634,0.002168613,0.9619157,0.03192252],"study_design_scores_gemma":[0.0002548264,0.000180948,0.00508722,0.0009653571,0.00006978204,0.002058336,0.001085116,0.000669065,0.0001573977,0.03382419,0.9555119,0.0001358836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002138784,0.0005833509,0.00008100871,0.9910595,0.005020048,0.000008032761,0.00003567884,0.00002294888,0.002975584],"genre_scores_gemma":[0.003572746,0.001268136,0.0007315266,0.9500834,0.03512197,0.00003874514,0.00005556488,0.00003618049,0.009091758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03695049,"threshold_uncertainty_score":0.07691067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04865583528489329,"score_gpt":0.3058866509131655,"score_spread":0.2572308156282722,"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."}}