{"id":"W2962815462","doi":"10.1097/sla.0000000000003465","title":"Improved Disease-free Survival After Prehabilitation for Colorectal Cancer Surgery","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cancer survivorship and care","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Medicine; Colorectal cancer; Hazard ratio; Interquartile range; Proportional hazards model; Confidence interval; Internal medicine; Colectomy; Preoperative care; Oncology; Surgery; Cancer; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007662058,0.0001729449,0.0006215931,0.0001807217,0.0000234403,0.00001218433,0.00006813277,0.00009166029,0.0004239927],"category_scores_gemma":[0.0007218003,0.0001593633,0.0006804513,0.0002208921,0.00007087746,0.0001609445,0.00003590776,0.00007967649,0.000008218517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041683,"about_ca_system_score_gemma":0.0004863317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006089912,"about_ca_topic_score_gemma":0.00039227,"domain_scores_codex":[0.9985045,0.00006092684,0.0004378192,0.0003259937,0.000318366,0.0003523827],"domain_scores_gemma":[0.996566,0.002113056,0.0001619437,0.000420189,0.0005369044,0.0002019262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006291274,0.0001500519,0.9669649,0.00156625,0.0001399419,0.000005508373,0.0002417233,0.000002454721,0.001761804,0.00002931539,0.01312009,0.009726661],"study_design_scores_gemma":[0.0003870167,0.00008868444,0.9856874,0.0004248884,0.00008702692,8.906334e-7,0.0001784187,0.00007311987,0.005493578,0.0002718334,0.007063208,0.0002438709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904171,0.002602369,0.00002043082,0.00346979,0.002141748,0.0006632821,0.0004878558,0.00004594628,0.0001514594],"genre_scores_gemma":[0.9974001,0.0003411375,0.00001515881,0.0007136611,0.0003268234,0.0004662191,0.0001074395,0.00004086206,0.0005885651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872254,"threshold_uncertainty_score":0.6498649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046645878728394,"score_gpt":0.3315444861057851,"score_spread":0.2268798982329457,"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."}}