{"id":"W4221064712","doi":"10.1007/s11938-022-00369-y","title":"Cold Snare Resection of Colorectal Polyps: Updates and Recent Developments","year":2022,"lang":"en","type":"article","venue":"Current Treatment Options in Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Polypectomy; Colorectal Polyp; Endoscopic mucosal resection; Colonoscopy; Guideline; Surgery; General surgery; Colorectal cancer; Internal medicine; Resection; Pathology; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001089874,0.0001450737,0.0002917257,0.0004143437,0.0001063377,0.00000570985,0.00005998402,0.000022288,0.0002585674],"category_scores_gemma":[0.00001191665,0.000136866,0.00005456393,0.0002601855,0.00007151515,0.0000428834,0.0001460381,0.000132431,0.000002293584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772416,"about_ca_system_score_gemma":0.000049148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002836572,"about_ca_topic_score_gemma":0.0001219523,"domain_scores_codex":[0.9988976,0.00009161909,0.0003118609,0.0002768211,0.0001596095,0.0002624549],"domain_scores_gemma":[0.999639,0.00002131471,0.0001040302,0.0001394841,0.00003524262,0.00006094988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001438447,0.00110473,0.9878044,0.00003563099,0.0001326903,0.00001525132,0.0002249697,0.00008817358,0.0002459571,0.0002368985,0.0006350079,0.008037807],"study_design_scores_gemma":[0.009140589,0.006896781,0.9519295,0.00004422081,0.0001884533,0.00009819773,0.0006877237,0.0001645527,0.0002002563,0.00003530386,0.03052085,0.00009354979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967066,0.0008760127,0.00003755123,0.0009521444,0.0005918999,0.0006254342,0.00004428585,0.00002516592,0.0001408832],"genre_scores_gemma":[0.99595,0.002520972,0.0006285434,0.00007134443,0.00002321934,0.0004244399,0.0002154784,0.00001096371,0.0001550229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03587491,"threshold_uncertainty_score":0.5581233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158442700823616,"score_gpt":0.3060384146080922,"score_spread":0.2744539875998561,"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."}}