{"id":"W6889087781","doi":"10.25384/sage.20348608","title":"Supplemental Material - Early Experience of Undertaking Robotic-Assisted Total Mesorectal Excision in Rectal Resections, Avoiding a Diverting Stoma: KHANS Technique — A Case Series","year":2022,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Total mesorectal excision; Series (stratigraphy); Stenosis; Surgical procedures","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":[0.0001725701,0.0003267238,0.0003691524,0.001063929,0.0004732296,0.0003780082,0.0003567601,0.0008122594,0.07260726],"category_scores_gemma":[0.001994065,0.0001368792,0.0003919605,0.0007999795,0.0001445443,0.000736198,0.0003492787,0.0005807448,0.008430446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997129,"about_ca_system_score_gemma":0.0002944969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006962595,"about_ca_topic_score_gemma":0.001256288,"domain_scores_codex":[0.999868,0.0000155914,0.00002732653,0.00002006402,0.00004421823,0.00002480115],"domain_scores_gemma":[0.9988305,0.0005503955,0.000181927,0.0000630351,0.0001388965,0.0002351514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004406511,0.001134032,0.1191294,0.0009642505,0.00008343918,0.5488508,0.0008432629,0.0004032547,0.006833196,0.0008825886,0.2009169,0.1195182],"study_design_scores_gemma":[0.00003514703,0.0003955689,0.09872076,0.0003502915,0.00004620695,0.8427846,0.000757177,0.0005088152,0.002566651,0.0006058617,0.05315733,0.00007148078],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8062487,0.00800017,0.01470344,0.01039644,0.002365402,0.00102597,0.04848081,0.001966921,0.1068121],"genre_scores_gemma":[0.8862743,0.004427664,0.0118852,0.003596121,0.001882676,0.0003694183,0.02448243,0.0004247289,0.06665743],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.07260726,"threshold_uncertainty_score":0.2428954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081238117654408,"score_gpt":0.3618053161853218,"score_spread":0.2805671985309138,"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."}}