{"id":"W3016657292","doi":"10.1007/s11938-020-00281-3","title":"Diagnosis and Treatment of Diminutive Polyps in the Colon","year":2020,"lang":"en","type":"article","venue":"Current Treatment Options in Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Diminutive; Medicine; Colonoscopy; Polypectomy; Adenoma; Colorectal cancer; Internal medicine; Colorectal Polyp; General surgery; Hyperplastic Polyp; Guideline; Gastroenterology; Cancer; Pathology","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":[0.0004001902,0.000374004,0.0007596478,0.001001423,0.0004191755,0.0007577344,0.0003140479,0.0009273063,0.00135128],"category_scores_gemma":[0.001380269,0.0002117945,0.0005568418,0.0004167123,0.0005265905,0.0006592272,0.0003491877,0.001235071,0.0004741699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837561,"about_ca_system_score_gemma":0.0005031109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007984221,"about_ca_topic_score_gemma":0.002091424,"domain_scores_codex":[0.9997491,0.00005584483,0.00002650706,0.00002830726,0.00008897974,0.00005126971],"domain_scores_gemma":[0.9995822,0.0001209381,0.000117707,0.00001559106,0.00004368537,0.0001198041],"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":[0.003414879,0.0006748801,0.1032946,0.001741346,0.0001293922,0.06174035,0.0001974719,0.0005941472,0.02422807,0.00119994,0.006746679,0.7960383],"study_design_scores_gemma":[0.0008179603,0.008724082,0.3885518,0.002349501,0.000527702,0.4678462,0.001238569,0.003400762,0.02003532,0.003508369,0.1028716,0.0001280388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3687877,0.5866739,0.006265781,0.01569325,0.001740586,0.0001297056,0.0001468033,0.0001839097,0.02037842],"genre_scores_gemma":[0.8474427,0.1332188,0.007460862,0.003307757,0.003657326,0.00004575793,0.0002853272,0.00002921458,0.004552328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00135128,"threshold_uncertainty_score":0.004520416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07601655537380629,"score_gpt":0.3281282896550289,"score_spread":0.2521117342812226,"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."}}