{"id":"W3135329863","doi":"10.1093/jcag/gwab002.123","title":"A125 SNARE TIP SPRAY COAGULATION FOR NON-CONTACT HEMOSTASIS: A SINGLE OPERATOR RETROSPECTIVE STUDY OF CLINICAL OUTCOMES.","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hemostasis; Argon plasma coagulation; Colonoscopy; Retrospective cohort study; Polypectomy; Surgery; Enteroscopy; Endoscopy; Angiodysplasia; Internal medicine; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009098294,0.0003710328,0.0004703628,0.001381732,0.0006836072,0.0008244896,0.0004191416,0.0003301178,0.001407271],"category_scores_gemma":[0.003537616,0.0003605338,0.0004558978,0.001754407,0.0005808826,0.0004434148,0.0004663257,0.0003947167,0.0003151685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249967,"about_ca_system_score_gemma":0.001384888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929441,"about_ca_topic_score_gemma":0.01890016,"domain_scores_codex":[0.9988139,0.0001724861,0.000152834,0.0002745917,0.0004065833,0.0001795951],"domain_scores_gemma":[0.995755,0.0006157292,0.002260352,0.0002535064,0.0005549448,0.0005605093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006805458,0.00003914742,0.998285,0.00001209596,0.00002806323,0.00026154,0.0001174876,0.000007351191,0.0001328233,0.00000834615,0.00006164722,0.0009784359],"study_design_scores_gemma":[0.00001500613,0.0004892936,0.9961222,0.00001415932,0.00005468442,0.002234709,0.0005160253,0.0001384386,0.0001153012,0.00001518727,0.0002747361,0.00001011685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990976,0.0002426211,0.00009346288,0.00001131155,0.000002779301,0.00004090722,0.0001722643,0.000003345968,0.0003357821],"genre_scores_gemma":[0.9994461,0.0001056604,0.00009138011,0.00002117828,0.00000723905,0.00001583861,0.0002437621,0.000001904211,0.00006685308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929441,"threshold_uncertainty_score":0.03836423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321984431534145,"score_gpt":0.3245610198785844,"score_spread":0.29236257672517,"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."}}