{"id":"W2413114458","doi":"10.1097/dcr.0000000000000626","title":"Transanal Total Mesorectal Excision","year":2016,"lang":"en","type":"letter","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal surgery; Surgical oncology; Rectum; General surgery; Surgery; Abdominal surgery; Colorectal cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215815,0.0004680373,0.000578675,0.000658144,0.001439233,0.0004736026,0.0003814697,0.002865977,0.006493604],"category_scores_gemma":[0.001379585,0.000268371,0.0008154608,0.0003276433,0.000595067,0.001004021,0.0005115246,0.004955078,0.002670453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488165,"about_ca_system_score_gemma":0.0007831659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484029,"about_ca_topic_score_gemma":0.00720889,"domain_scores_codex":[0.9998114,0.0000274592,0.00001540161,0.000043088,0.00005483913,0.00004797778],"domain_scores_gemma":[0.999693,0.00008736756,0.00002898317,0.00002203384,0.00004597462,0.000122603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002569298,0.0001660586,0.008726791,0.0002588689,0.000078055,0.6720811,0.0002765218,0.0005612826,0.00344877,0.004503216,0.2493826,0.06025984],"study_design_scores_gemma":[0.00009039731,0.0002652762,0.008665526,0.0003983168,0.00003945989,0.7829014,0.0003261757,0.001203432,0.001014274,0.004972495,0.2000722,0.00005091973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08145326,0.03397008,0.003548068,0.6725171,0.04276797,0.0002263225,0.000583132,0.0005792772,0.1643548],"genre_scores_gemma":[0.560843,0.03904773,0.002698392,0.21956,0.04483091,0.0001333759,0.0006001427,0.0001812237,0.1321052],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006493604,"threshold_uncertainty_score":0.02172327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128548297312733,"score_gpt":0.2549934865204707,"score_spread":0.2437080035473433,"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."}}