{"id":"W2134588880","doi":"10.1002/bjs.7102","title":"Randomized clinical trial of prehabilitation in colorectal surgery","year":2010,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":530,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Anesthesiologists' Society","keywords":"Prehabilitation; Medicine; Randomized controlled trial; Colorectal surgery; Surgery; Physical therapy; General surgery; Abdominal surgery","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":[0.003495258,0.001302149,0.003238113,0.0005675853,0.0006109308,0.0008825404,0.00107155,0.003710697,0.0162473],"category_scores_gemma":[0.008852382,0.0005713655,0.001592714,0.0005191774,0.001276103,0.0009068258,0.0006082176,0.003163243,0.001320573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008560907,"about_ca_system_score_gemma":0.002052812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222404,"about_ca_topic_score_gemma":0.002125585,"domain_scores_codex":[0.9961076,0.002788842,0.0002740465,0.0003421528,0.0001843652,0.0003028551],"domain_scores_gemma":[0.9940263,0.002956959,0.001054757,0.0003106114,0.0002657672,0.001385601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9885296,0.002818564,0.0002517221,0.0004923274,0.000246035,0.00002132231,0.00001813682,0.0001204575,0.0001723398,0.00006613498,0.0003383768,0.006925032],"study_design_scores_gemma":[0.9636874,0.03451523,0.00102878,0.00004676653,0.0001105129,0.000014885,0.000008474017,0.0001677383,0.00005179887,0.00009521766,0.0002674643,0.000005708299],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653733,0.009713723,0.001064327,0.003013536,0.002555654,0.01233937,0.0008857254,0.0001665674,0.004887759],"genre_scores_gemma":[0.9706617,0.002436882,0.002435508,0.002102158,0.001090494,0.01723556,0.000804032,0.00001518891,0.003218451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162473,"threshold_uncertainty_score":0.05435264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04009364159313395,"score_gpt":0.3321151030705571,"score_spread":0.2920214614774232,"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."}}