{"id":"W2057812526","doi":"10.1016/j.clon.2015.01.001","title":"Optimisation of Preoperative Assessment in Patients Diagnosed with Rectal Cancer","year":2015,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Ottawa Hospital; McMaster University; Juravinski Hospital; Cancer Care Ontario; Health Sciences Centre; Mount Sinai Hospital","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Guideline; Colorectal cancer; Multidisciplinary approach; MEDLINE; Cancer; Systematic review; Evidence-based medicine; Medical physics; Cochrane Library; Intensive care medicine; Family medicine; Alternative medicine; Internal medicine; Pathology","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":[0.0005065862,0.0002811216,0.0005854057,0.0006745521,0.00048906,0.0007913188,0.0002735119,0.0005057805,0.002474402],"category_scores_gemma":[0.007547695,0.0001672638,0.000345217,0.0005477089,0.000203099,0.0005239932,0.000504736,0.00106554,0.0003692058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007201075,"about_ca_system_score_gemma":0.001328271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122235,"about_ca_topic_score_gemma":0.00665102,"domain_scores_codex":[0.9994596,0.0002739484,0.00007839432,0.00003796864,0.00007985303,0.00007035784],"domain_scores_gemma":[0.9983157,0.0007817044,0.0003365259,0.00002920971,0.0002206179,0.0003162605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002838871,0.0005847196,0.7399997,0.0009381553,0.0001172538,0.002792203,0.001104406,0.001922758,0.002197523,0.0003408685,0.01211078,0.2350529],"study_design_scores_gemma":[0.0001075731,0.00225993,0.9641781,0.001558587,0.0002300886,0.006783072,0.003126778,0.003562277,0.001878752,0.001411162,0.01481898,0.00008466555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241289,0.03744155,0.003162231,0.01356218,0.0007037031,0.0001492227,0.0005006861,0.0001274907,0.02022405],"genre_scores_gemma":[0.9869865,0.006560097,0.004409689,0.0008452029,0.0002400291,0.00006671955,0.0002704823,0.00001844351,0.0006029228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003122235,"threshold_uncertainty_score":0.008277655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334407962339368,"score_gpt":0.4827700751539815,"score_spread":0.3493292789200446,"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."}}