{"id":"W2593628733","doi":"10.1038/ctg.2017.6","title":"Polyp Resection - Controversial Practices and Unanswered Questions","year":2017,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"U.S. Department of Veterans Affairs","keywords":"Diminutive; Medicine; Colorectal cancer; General surgery; Resection; Cancer; Population; Surgery; Internal medicine; Environmental health","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":[0.03003054,0.0005594093,0.0008651518,0.002160986,0.001862814,0.004041092,0.002885639,0.006414242,0.004932082],"category_scores_gemma":[0.08368587,0.0004318348,0.0008958977,0.001945862,0.01154748,0.008878834,0.002228794,0.007265467,0.002716314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733121,"about_ca_system_score_gemma":0.004237364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788656,"about_ca_topic_score_gemma":0.00443006,"domain_scores_codex":[0.9834893,0.008288502,0.002569929,0.00193536,0.003197151,0.0005197321],"domain_scores_gemma":[0.9193024,0.05691569,0.006115813,0.004287074,0.01071794,0.002660963],"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":[0.0003036886,0.0001539704,0.01010384,0.005000684,0.0001665624,0.001458206,0.002442043,0.0005678695,0.0005798776,0.06191331,0.1379834,0.7793265],"study_design_scores_gemma":[0.0001476174,0.0003010045,0.01265968,0.02826452,0.0002252651,0.0123836,0.01379018,0.0008992893,0.0009204774,0.1697019,0.760479,0.0002275171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004834952,0.3282697,0.002158261,0.6523829,0.004872143,0.00002607164,0.0001436665,0.00006205525,0.007250388],"genre_scores_gemma":[0.1206107,0.5832392,0.0103233,0.2412257,0.04203145,0.000136759,0.0002916237,0.0001741167,0.00196717],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03003054,"threshold_uncertainty_score":0.1588185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824205116369748,"score_gpt":0.3982767549013752,"score_spread":0.3300347037376777,"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."}}