{"id":"W3171362352","doi":"10.1080/0284186x.2021.1937307","title":"Functional capacity of prediabetic patients: effect of multimodal prehabilitation in patients undergoing colorectal cancer resection","year":2021,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fondation de l'Hôpital Général de Montréal","keywords":"Prehabilitation; Medicine; Prediabetes; Glycemic; Internal medicine; Randomized controlled trial; Colorectal cancer; Confounding; Diabetes mellitus; Oncology; Surgery; Cancer; Physical therapy; Type 2 diabetes; Insulin; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002714834,0.00008653276,0.0003141935,0.0001053523,0.00004202853,0.000002255411,0.00002710486,0.0001228644,0.0002122265],"category_scores_gemma":[0.001441741,0.00007420265,0.00006313655,0.000270586,0.00007105474,0.00007794396,0.00002554527,0.0001776233,0.00000139664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004421913,"about_ca_system_score_gemma":0.0001770452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007674813,"about_ca_topic_score_gemma":0.0001566982,"domain_scores_codex":[0.9987281,0.0002625175,0.0003870759,0.0001983658,0.0002723239,0.0001516195],"domain_scores_gemma":[0.9985065,0.0007660768,0.0001831703,0.00008729756,0.0004001957,0.00005680101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001711164,0.001120685,0.983115,0.0008392123,0.00001974794,6.807608e-7,0.0002248606,0.00002811439,0.01041087,0.00001178745,0.0002666937,0.002251225],"study_design_scores_gemma":[0.007204825,0.005108881,0.9644027,0.0003962617,0.00002621775,4.633747e-7,0.00003935153,0.0001343215,0.02250344,0.00007330642,0.0000572684,0.00005297101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980863,0.00004330275,0.00000597315,0.0003482904,0.0003820136,0.0006504869,0.00002404491,0.00001634106,0.0004432696],"genre_scores_gemma":[0.998911,0.00004621175,0.0006918618,0.00009604736,0.00004844094,0.00009636216,0.00008899689,0.000006708746,0.00001432659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871227,"threshold_uncertainty_score":0.3025896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454863800524667,"score_gpt":0.3113507339412779,"score_spread":0.2868020959360312,"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."}}