{"id":"W4211264249","doi":"10.1007/978-3-030-48363-0_23","title":"Rectal Cancer","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Radiation therapy; Dissection (medical); Neoadjuvant therapy; Cancer; Multimodal therapy; Lymph node; Disease; Surgery; General surgery; Oncology; 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":[0.0001223459,0.0005785699,0.0003175978,0.0006845464,0.0006667779,0.00101802,0.0003746265,0.0005498928,0.1744672],"category_scores_gemma":[0.0004324847,0.0002050446,0.0002945564,0.0005777001,0.0002743335,0.0006647172,0.001010789,0.001189263,0.09305906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423223,"about_ca_system_score_gemma":0.0007743798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691548,"about_ca_topic_score_gemma":0.009170571,"domain_scores_codex":[0.9999195,0.00001153948,0.000003357726,0.00001271438,0.00003724241,0.00001568433],"domain_scores_gemma":[0.9999141,0.00002106078,0.000005331859,0.000009062302,0.00002309464,0.00002733711],"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":[0.00001554823,0.00003477197,0.0001851597,0.0002494009,0.000003251117,0.0002068146,0.00009535268,0.0001289677,0.0005066502,0.009181339,0.7305912,0.2588015],"study_design_scores_gemma":[0.000001153948,0.000008965824,0.0002408696,0.0000902269,0.000001389663,0.0003858197,0.00001934501,0.0000154788,0.00004612455,0.0005758774,0.9986134,0.00000136893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005006714,0.01619393,0.0006627773,0.001346699,0.002250186,0.00003209124,0.0001894665,0.0001275777,0.9786966],"genre_scores_gemma":[0.001613083,0.009548706,0.0004534951,0.001162352,0.0005379092,0.00001521086,0.000166292,0.00003479838,0.9864682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1744672,"threshold_uncertainty_score":0.5836509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974394534527889,"score_gpt":0.3044437401982298,"score_spread":0.2546997948529509,"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."}}