{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002216214,0.0000558323,0.00008355142,0.0000308558,0.00003729287,0.00001120576,0.00006106046,0.00001916541,0.9936227],"category_scores_gemma":[0.00001152163,0.00005094177,0.00004991095,0.0001231014,0.00001291118,0.00002497382,0.00001317003,0.00003096533,0.9914939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406282,"about_ca_system_score_gemma":0.00002596961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005759227,"about_ca_topic_score_gemma":1.617576e-8,"domain_scores_codex":[0.9995794,0.000007573135,0.00007316239,0.0001181995,0.0001065177,0.0001151361],"domain_scores_gemma":[0.9995028,0.0000075145,0.000006044839,0.0002665796,0.00003485448,0.000182224],"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":[0.00007482211,0.0001514549,0.000003015736,0.000006997627,0.00002889432,0.00000995053,0.000007215765,0.000006945063,0.0001540184,0.000005546407,0.06946947,0.9300817],"study_design_scores_gemma":[0.0002364296,0.00007819316,0.001879661,0.00001551116,0.00006921626,0.00001059343,5.345174e-7,0.00009638097,0.00003137716,0.000004103089,0.9975168,0.00006116283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004623972,0.00009922955,0.000001281349,0.001100101,6.329145e-7,0.000162985,0.000007192083,0.00009316393,0.9939114],"genre_scores_gemma":[0.002670299,5.115965e-7,0.00008086853,0.0004665384,0.0000583153,0.00002563602,0.00002993207,0.000009536576,0.9966584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9300205,"threshold_uncertainty_score":0.2077345,"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."}}