{"id":"W4214580935","doi":"10.1055/s-0039-3402780","title":"Tips and Tricks","year":2020,"lang":"en","type":"review","venue":"Clinics in Colon and Rectal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Total mesorectal excision; Medicine; Colorectal cancer; Medical physics; General surgery; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004961346,0.0003539724,0.002922739,0.0002230889,0.00004026819,0.00002449985,0.00004766918,0.0005466451,0.00007559803],"category_scores_gemma":[0.0008575767,0.0002634398,0.0004566657,0.0005459444,0.0001321108,0.00002771336,0.0001386978,0.0007446255,0.00002841859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152182,"about_ca_system_score_gemma":0.0004512534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014081,"about_ca_topic_score_gemma":0.00001005892,"domain_scores_codex":[0.9979525,0.0001972486,0.0008198978,0.0005954742,0.0001738771,0.0002610089],"domain_scores_gemma":[0.9956068,0.003655146,0.0002331191,0.0001725346,0.00002438432,0.0003079865],"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":[0.0002025431,0.00009830311,0.00298271,0.004804381,0.0001222027,0.001141767,0.00002081248,1.494839e-9,1.608353e-8,0.000006217468,0.0007332212,0.9898878],"study_design_scores_gemma":[0.0004612461,0.0002678379,0.0005506996,0.006206118,0.0004475935,0.0004914408,0.000005957956,0.000005694802,1.384224e-7,0.00003422649,0.9912966,0.0002324534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002091339,0.9936574,4.007688e-7,0.0001344515,0.0007802024,0.0007654462,0.00002511466,0.00004715958,0.002498475],"genre_scores_gemma":[0.0005879708,0.9981917,0.00002989894,0.0001634326,0.0002322173,0.0001058358,0.0000579585,0.00004662488,0.0005843507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905634,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372736144487656,"score_gpt":0.4191879459108651,"score_spread":0.2819143314620994,"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."}}