{"id":"W2162597393","doi":"10.51847/qrhzpdq","title":"10.51847/QRhZPdQ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemorrhoids; Malignancy; Colonoscopy; Abdominoperineal resection; Rectal Polyp; Lesion; Anal cancer; Rectal prolapse; Endoscopic mucosal resection; Anal canal; Radiology; Colorectal cancer; Surgery; Rectum; Cancer; Endoscopy; Pathology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005766944,0.001004414,0.0005450329,0.001426883,0.0008395663,0.001259337,0.0009458813,0.002414276,0.8948764],"category_scores_gemma":[0.001083001,0.0003244885,0.0004722659,0.0007737155,0.0007900482,0.001062053,0.001563326,0.001097732,0.8699998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007512132,"about_ca_system_score_gemma":0.000502495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106576,"about_ca_topic_score_gemma":0.001334214,"domain_scores_codex":[0.9995114,0.0000862661,0.00005230612,0.0001250969,0.0001188653,0.0001060875],"domain_scores_gemma":[0.9989988,0.0002516666,0.00008713013,0.0001311184,0.0002261077,0.0003050494],"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":[0.0006543277,0.0004392026,0.005233903,0.0004311391,0.00002942805,0.00692443,0.0001800629,0.0002928854,0.00714869,0.003492611,0.1697471,0.8054262],"study_design_scores_gemma":[0.0002102257,0.000256331,0.005333206,0.0003343944,0.00001649607,0.01210285,0.0001190884,0.0003934618,0.001387325,0.001801991,0.9780171,0.00002755384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01159784,0.002910929,0.002909018,0.003744866,0.001371994,0.0001936384,0.002336432,0.001572189,0.9733632],"genre_scores_gemma":[0.01916921,0.0007373223,0.002446946,0.001630578,0.0004709369,0.00008348906,0.001486905,0.0002630345,0.9737117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1051236,"threshold_uncertainty_score":0.149946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007917914824803345,"score_gpt":0.2036474509507196,"score_spread":0.1957295361259162,"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."}}