{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361014,0.0005014768,0.001481775,0.0005158539,0.0002630324,0.0006673806,0.0002988033,0.0007705872,0.0006871311],"category_scores_gemma":[0.004727705,0.0002386389,0.002949152,0.0006152212,0.0002474194,0.0003000157,0.0005820545,0.0006493212,0.00005177195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842986,"about_ca_system_score_gemma":0.0004302766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177244,"about_ca_topic_score_gemma":0.003800302,"domain_scores_codex":[0.9985322,0.0007730534,0.0001733872,0.00023534,0.000137547,0.0001484199],"domain_scores_gemma":[0.9975103,0.0009913263,0.0007870666,0.0002049148,0.0001452505,0.0003611972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08688162,0.0009157583,0.8456851,0.001121394,0.02400238,0.0001340039,0.0001117171,0.001009536,0.001186612,0.00004351333,0.0004803997,0.03842799],"study_design_scores_gemma":[0.001421067,0.009842737,0.9789761,0.00007728739,0.008369138,0.00008330533,0.00007282475,0.0005365048,0.0002026459,0.00006287011,0.0003339753,0.00002160787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859765,0.01318214,0.0001383621,0.0001163784,0.00003734892,0.00003046063,0.0002309452,0.000006414899,0.0002814996],"genre_scores_gemma":[0.9989111,0.0006768832,0.00007199477,0.00004948846,0.00003480421,0.00002409801,0.0001804473,0.000001066289,0.00005012465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361014,"threshold_uncertainty_score":0.0124864,"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."}}