{"id":"W2919530029","doi":"10.1371/journal.pone.0213324","title":"Impact of preoperative physical activity and depressive symptoms on post-cardiac surgical outcomes","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba; Izaak Walton Killam Health Centre; Dalhousie University; St. Boniface Hospital","funders":"Pfizer Canada; University of Manitoba","keywords":"Medicine; Depression (economics); Cohort; Physical activity; Internal medicine; Major depressive disorder; Cardiac surgery; Cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008607608,0.0003009229,0.0003212981,0.0003769128,0.0001994731,0.0005123505,0.0002201122,0.0003546978,0.001270543],"category_scores_gemma":[0.003023715,0.0001756133,0.000523459,0.0003966688,0.0002327803,0.000264591,0.0004434742,0.000636287,0.0001414453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020757,"about_ca_system_score_gemma":0.0002642522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933288,"about_ca_topic_score_gemma":0.003546534,"domain_scores_codex":[0.9993396,0.0002052536,0.00007601074,0.0001057119,0.0001390736,0.0001343223],"domain_scores_gemma":[0.9975021,0.0004581997,0.001310855,0.0001325375,0.0001942269,0.0004020222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697515,0.00003754017,0.9987054,0.000007231602,0.00009757926,0.00002324659,0.000007299137,0.00003091467,0.00006545198,0.000003679689,0.00002818055,0.0008237087],"study_design_scores_gemma":[0.000004953352,0.00008101146,0.9996792,0.000002909164,0.00002467225,0.00005805385,0.0000148947,0.00008884345,0.00002066459,0.00000558507,0.00001828579,0.000001018033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990516,0.0003823466,0.000042976,0.00004846731,0.000005375856,0.000004727091,0.0002619634,0.0000014543,0.0002011683],"genre_scores_gemma":[0.9995947,0.0000774962,0.00002464031,0.00001071417,0.000009171215,0.000002931806,0.0002279452,4.885522e-7,0.00005187836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001933288,"threshold_uncertainty_score":0.004552245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586955439737656,"score_gpt":0.3416074230836078,"score_spread":0.3157378686862313,"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."}}