{"id":"W2522710635","doi":"10.1080/13645706.2016.1206572","title":"Transanal total mesorectal excision: technical aspects of approaching the mesorectal plane from below","year":2016,"lang":"en","type":"review","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Total mesorectal excision; Medicine; Standardization; Medical physics; Surgery; General surgery; Computer science; Colorectal cancer; 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":[0.0004806082,0.0004934013,0.000564957,0.002615773,0.0003133717,0.001061292,0.0004733494,0.0007337386,0.002926893],"category_scores_gemma":[0.000908253,0.000178819,0.0004786598,0.001741714,0.000761861,0.001312685,0.0005699109,0.001118051,0.00157537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412387,"about_ca_system_score_gemma":0.0008496735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155158,"about_ca_topic_score_gemma":0.002261582,"domain_scores_codex":[0.9997061,0.00005205811,0.00005902063,0.00004886099,0.0001125525,0.00002141887],"domain_scores_gemma":[0.9996414,0.0001780575,0.00008291048,0.00001431238,0.00005867661,0.00002458266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003037913,0.00003289952,0.0005636862,0.01174268,0.00004635371,0.000621231,0.0001070975,0.0002082924,0.001701756,0.002631736,0.01017141,0.9721425],"study_design_scores_gemma":[0.000007745841,0.0001356316,0.005049042,0.005890605,0.0001102481,0.02509214,0.0002988174,0.0001687237,0.001493917,0.002634162,0.9590794,0.00003945855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000503837,0.9948248,0.0005351336,0.0004558169,0.000178717,0.000006783205,0.00001603637,0.00001325388,0.003465787],"genre_scores_gemma":[0.003332283,0.9942655,0.00095264,0.0002089507,0.0002448942,0.00000742255,0.00003373127,0.000003267291,0.0009513802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002926893,"threshold_uncertainty_score":0.009791434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389653875559766,"score_gpt":0.3115649988975402,"score_spread":0.2576684601419426,"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."}}