{"id":"W4388799869","doi":"10.14740/wjon1581","title":"Efficiency of the Robotic Platform in Improving the Rate of Sphincter Preservation in Patients With Mid and Low Rectal Cancer","year":2023,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Abdominoperineal resection; Surgery; Robotic surgery; Total mesorectal excision; Demographics; Laparoscopy; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005505962,0.0001181116,0.000204867,0.000218291,0.00008790637,0.0003438201,0.0001746541,0.0001126684,0.0009311949],"category_scores_gemma":[0.002761041,0.00006362325,0.0003519325,0.0002086647,0.0001072702,0.0002649722,0.0002876557,0.0001628946,0.0001331405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930171,"about_ca_system_score_gemma":0.0002140589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002460451,"about_ca_topic_score_gemma":0.0004802089,"domain_scores_codex":[0.9997382,0.0000944531,0.00003269003,0.00003444803,0.00006603492,0.0000342686],"domain_scores_gemma":[0.9989554,0.0002673924,0.0005149093,0.00005027462,0.00006501081,0.0001470447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002752263,0.000282631,0.8843682,0.000265063,0.000216497,0.0002120783,0.00008943815,0.0006235223,0.002188384,0.00003131949,0.0003574937,0.108613],"study_design_scores_gemma":[0.0000756685,0.004038431,0.9921921,0.00004403623,0.00014573,0.00118237,0.00009887612,0.0007898793,0.0006227335,0.00002840488,0.000772788,0.000008905115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977425,0.00143536,0.0002594382,0.00005286961,0.00001189699,0.000009834027,0.00006307066,0.000008277947,0.0004166345],"genre_scores_gemma":[0.9992827,0.0002689174,0.0002781028,0.00002088713,0.00001432805,0.000007336605,0.00007624691,0.000001355995,0.00005012613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009311949,"threshold_uncertainty_score":0.003115177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881199227414401,"score_gpt":0.2846374332633388,"score_spread":0.2658254409891948,"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."}}