{"id":"W4206469112","doi":"10.1007/s10151-021-02561-1","title":"Trajectory of change of low anterior resection syndrome over time after restorative proctectomy for rectal adenocarcinoma","year":2022,"lang":"en","type":"article","venue":"Techniques in Coloproctology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"ASCRS Research Foundation","keywords":"Medicine; Colorectal surgery; Colorectal cancer; Surgery; Abdominal surgery; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367805,0.0001828627,0.0003046946,0.001165872,0.0007193527,0.0009429348,0.0004673938,0.0007494093,0.003520286],"category_scores_gemma":[0.003865677,0.0001083607,0.0005683589,0.001381366,0.0004132795,0.00110863,0.0008583684,0.001057059,0.0005792513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000822946,"about_ca_system_score_gemma":0.001195516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381627,"about_ca_topic_score_gemma":0.01767258,"domain_scores_codex":[0.999593,0.00005269815,0.00004237542,0.00006706022,0.00008185935,0.0001629698],"domain_scores_gemma":[0.9974825,0.0003656216,0.001001682,0.00006156478,0.0004874764,0.0006011832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005516534,0.00009304022,0.9889188,0.00002785003,0.00005656855,0.001604338,0.0003638641,0.0002201664,0.0003003859,0.000155476,0.0003985317,0.007309172],"study_design_scores_gemma":[0.000004607471,0.0002133272,0.995297,0.0000321345,0.000027005,0.00178379,0.001362737,0.0002900112,0.00007884581,0.0001403252,0.0007537845,0.00001648394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957207,0.0009842111,0.0002163034,0.0005331307,0.0000357069,0.00001738077,0.0007283718,0.0000152137,0.001748903],"genre_scores_gemma":[0.998265,0.0003776714,0.0001133309,0.00005323855,0.00002721966,0.000009978292,0.000728828,0.000003005278,0.0004217567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381627,"threshold_uncertainty_score":0.02747172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369790813120492,"score_gpt":0.3276504958922096,"score_spread":0.2906714145801604,"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."}}