{"id":"W2562524249","doi":"10.4300/jgme-d-15-00720.1","title":"Cardiorespiratory Fitness in Internal Medicine Residents: Are Future Physicians Becoming Deconditioned?","year":2016,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Cardiorespiratory fitness; Physical fitness; Medicine; Burnout; Sports medicine; Physical therapy; Family medicine; Cross-sectional study; Gerontology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008865781,0.0001324764,0.0005991527,0.0003061858,0.0000533096,0.00000696167,0.0001594866,0.00011611,0.000253877],"category_scores_gemma":[0.001681921,0.00007936762,0.0001304678,0.0002440242,0.0001704087,0.0003352184,0.00002080442,0.0006159387,0.00001570712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930537,"about_ca_system_score_gemma":0.001301283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349508,"about_ca_topic_score_gemma":0.0001045555,"domain_scores_codex":[0.9977731,0.0001630824,0.0006838651,0.0001586205,0.0009991598,0.0002221811],"domain_scores_gemma":[0.9982805,0.0002155872,0.0005663268,0.0001572152,0.0003552475,0.0004251587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001044403,0.004709495,0.125798,0.0005374156,0.0002133883,0.0003912806,0.003090259,0.000001203593,0.004662594,0.001308447,0.1249327,0.7333108],"study_design_scores_gemma":[0.004099811,0.0008170172,0.9703332,0.008806447,0.0001042895,0.0004204332,0.002242401,0.00001380059,0.0007311974,0.006123726,0.006167416,0.0001403006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605307,0.0003864927,0.000441337,0.1365206,0.001692676,0.0001014698,0.000002151628,0.000008627341,0.0003159371],"genre_scores_gemma":[0.9875275,0.0006101347,0.00007215344,0.004824196,0.006785587,0.00000661732,0.000003391493,0.00001507311,0.000155382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8445352,"threshold_uncertainty_score":0.3236517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492274407384402,"score_gpt":0.3765024209448614,"score_spread":0.3272749802064212,"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."}}