{"id":"W2940824504","doi":"10.1007/978-3-030-11572-2_19","title":"Indications for Malignant Neoplasia of the Rectum","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Rectum; Medicine; General surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255213,0.0005705092,0.0003759158,0.001032363,0.0003222739,0.0007659025,0.0003131142,0.0005981996,0.0248936],"category_scores_gemma":[0.000396741,0.0001909564,0.0003158416,0.0007063606,0.0003198854,0.0004920437,0.0004335501,0.001467369,0.007844551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115563,"about_ca_system_score_gemma":0.000611266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535879,"about_ca_topic_score_gemma":0.005665772,"domain_scores_codex":[0.9999254,0.00001441337,0.000007709374,0.000007632052,0.00003461649,0.00001028391],"domain_scores_gemma":[0.999876,0.00007369177,0.00001278294,0.000004376162,0.00001657574,0.00001655002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001422192,0.00007931508,0.00104575,0.001437294,0.00001655931,0.003114489,0.0002913389,0.0007839108,0.002468894,0.04766412,0.5690298,0.3739263],"study_design_scores_gemma":[0.000006992336,0.00004324258,0.001487911,0.0005397717,0.00000699854,0.004394634,0.00006115682,0.00007679531,0.000188647,0.002907938,0.9902774,0.000008485097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002459295,0.2001906,0.002145821,0.005091988,0.009049268,0.0000512583,0.0005461319,0.0001707178,0.7802948],"genre_scores_gemma":[0.0182245,0.1691265,0.004050681,0.007168823,0.006132773,0.00008992237,0.0006461735,0.000126749,0.7944339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0248936,"threshold_uncertainty_score":0.0832774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283648731300407,"score_gpt":0.275728250918381,"score_spread":0.2473633777883403,"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."}}