{"id":"W2896678503","doi":"10.1097/dcr.0000000000001166","title":"Patient and Physician Preferences for Nonoperative Management for Low Rectal Cancer: Is It a Reasonable Treatment Option?","year":2018,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Kingston General Hospital; University of Alberta; University of Toronto; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Psychological intervention; Abdominal surgery; Colorectal surgery; Surgical oncology; Relative risk; General surgery; Surgery; Cancer; Confidence interval; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002895008,0.0001767315,0.000314517,0.00003291078,0.0001682038,0.0000163962,0.00007121138,0.00003477282,0.00005567553],"category_scores_gemma":[0.00002946831,0.0001093808,0.0001967992,0.0001212505,0.000143378,0.00004755282,0.00005708218,0.00002303254,0.000002345236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072254,"about_ca_system_score_gemma":0.000107839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204933,"about_ca_topic_score_gemma":0.0001149669,"domain_scores_codex":[0.9990913,0.00003142416,0.0001747298,0.0003290994,0.0001607793,0.0002126396],"domain_scores_gemma":[0.9992535,0.0001075426,0.0001183473,0.0002264299,0.0001886617,0.0001055608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05557344,0.007662602,0.06662103,0.002111757,0.006041917,0.00001601889,0.008388004,0.0000537083,0.001492818,0.001175882,0.03030189,0.8205609],"study_design_scores_gemma":[0.04176462,0.08162717,0.4955896,0.005291755,0.01075029,0.00001344508,0.005119581,0.00708207,0.2154257,0.00974384,0.1258982,0.001693808],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911687,0.001056776,0.0000194541,0.001408991,0.000289197,0.003844017,0.0007864967,0.00002079924,0.001405509],"genre_scores_gemma":[0.994033,0.0003222569,0.0003591532,0.000506288,0.0001222855,0.003120874,0.00003161162,0.00001706401,0.001487498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8188671,"threshold_uncertainty_score":0.4460419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316555758867024,"score_gpt":0.3183876682600508,"score_spread":0.2952221106713805,"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."}}