{"id":"W2802194992","doi":"10.1016/j.suronc.2018.05.010","title":"Prehabilitation for radical prostatectomy: A multicentre randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"Surgical Oncology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Toronto Rehabilitation Institute; University of Toronto; McGill University; University Health Network","funders":"Prostate Cancer Canada; University of Guelph","keywords":"Prehabilitation; Prostatectomy; Randomized controlled trial; Medicine; Urology; Physical therapy; Surgery; Prostate cancer; Internal medicine; Cancer","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":[0.002533793,0.0001947141,0.002462654,0.0001300726,0.00007504025,0.0000114872,0.00006229737,0.0003315635,0.0005385306],"category_scores_gemma":[0.005120527,0.0001263288,0.0008835655,0.0001403251,0.0007139434,0.00006707835,0.00002666243,0.0002091217,0.00008161908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069205,"about_ca_system_score_gemma":0.0004955904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004308335,"about_ca_topic_score_gemma":0.000007189886,"domain_scores_codex":[0.9970903,0.0009104266,0.0009495207,0.0004020135,0.0002289228,0.0004188318],"domain_scores_gemma":[0.9866642,0.01230006,0.0002565808,0.0002179207,0.0003401698,0.0002210636],"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":[0.972668,0.000887433,0.000018969,0.00005360526,0.000288825,0.00006113906,0.0002655779,7.447065e-7,0.0003804527,0.0004656012,0.0005441121,0.02436554],"study_design_scores_gemma":[0.7819152,0.003883468,0.00001170711,0.00003836827,0.0003001821,0.00003957228,0.00002292827,0.0009766594,0.0005202568,0.0005019685,0.2116832,0.0001064432],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244334,0.0003814844,0.003913835,0.003894078,0.004413168,0.03214038,0.00001081724,0.0002383422,0.03057451],"genre_scores_gemma":[0.9771067,0.00009621786,0.009000861,0.000611208,0.002571188,0.006867938,0.00004511288,0.00003940208,0.003661409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2111391,"threshold_uncertainty_score":0.6130118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413310446447112,"score_gpt":0.3403019257650785,"score_spread":0.3261688213006074,"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."}}