{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02419625,0.0001503616,0.002684645,0.0006399016,0.00002327248,0.00002719776,0.00008398298,0.0002886276,0.0001731332],"category_scores_gemma":[0.04673213,0.0001522366,0.001957488,0.0004008983,0.000407097,0.0003661049,0.00002385158,0.001060725,0.000003921087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000366853,"about_ca_system_score_gemma":0.0009570475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005828057,"about_ca_topic_score_gemma":0.00005144221,"domain_scores_codex":[0.9939072,0.001212476,0.003805869,0.0002118306,0.0005819372,0.0002806793],"domain_scores_gemma":[0.9672434,0.0302921,0.001537234,0.0001664871,0.0005492093,0.00021156],"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":[0.6915265,0.001484771,0.1934717,0.0001580665,0.0001933499,0.001203214,0.00005044713,0.000002300756,0.002366565,0.000004334449,0.004226357,0.1053124],"study_design_scores_gemma":[0.4999647,0.0003155844,0.4870677,0.002666225,0.0002024801,0.004724213,0.00005746798,0.00003236807,0.003916975,0.0003321181,0.0004366071,0.0002836106],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991273,0.0006583516,0.00007628575,0.0002194159,0.007054002,0.0004982555,0.000005835631,0.00001351075,0.0002012991],"genre_scores_gemma":[0.9961009,0.001831597,0.0008640712,0.00007476441,0.001027372,0.00001991687,0.000007832137,0.00002856451,0.00004498312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.293596,"threshold_uncertainty_score":0.9612976,"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."}}