{"id":"W2743226493","doi":"10.1136/bmjopen-2016-015712","title":"Systematic review of preoperative physical activity and its impact on postcardiac surgical outcomes","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; Manitoba Health; Research Manitoba; Seven Oaks General Hospital; University of Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research; Manitoba Health Research Council; Heart and Stroke Foundation of Canada","keywords":"Medicine; Intensive care medicine; Physical activity; General surgery; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002444494,0.0004943968,0.01113722,0.00007699877,0.0001082213,0.00004078777,0.0002921511,0.0001827737,0.00002526156],"category_scores_gemma":[0.001015745,0.0002582539,0.001409746,0.00009750567,0.00004317333,0.0001226535,0.000347941,0.0004705461,0.0001031497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032432,"about_ca_system_score_gemma":0.00219595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418702,"about_ca_topic_score_gemma":0.000001499309,"domain_scores_codex":[0.9966329,0.001172888,0.0008613644,0.0004533046,0.0005346485,0.000344867],"domain_scores_gemma":[0.996288,0.0007804204,0.001152543,0.001104637,0.0001134217,0.000560987],"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":[0.0001086077,0.0001808533,0.00001847608,0.9609706,0.0003552893,0.00005615518,0.00002874145,2.525583e-9,1.646126e-8,0.00003337144,0.0003200448,0.03792784],"study_design_scores_gemma":[0.0006552223,0.000721994,0.0006564209,0.9755588,0.003409246,0.0004842536,0.000005143706,0.000001196036,7.253168e-7,7.485233e-7,0.01827856,0.000227753],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003812919,0.9270441,3.627866e-8,0.0002213888,0.0001439379,0.06324884,0.0003858177,0.00001009572,0.008564503],"genre_scores_gemma":[0.0005785571,0.9946228,0.000004421214,0.000232435,0.0001710629,0.003205675,0.00008990297,0.00004224251,0.001052931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06757869,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2099262237864996,"score_gpt":0.5975158713785894,"score_spread":0.3875896475920898,"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."}}