{"id":"W3210087153","doi":"10.1055/a-1533-6183","title":"Endocuff Vision improves adenoma detection rate in a large screening-related cohort","year":2021,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Colonoscopy; Observational study; Sedation; Odds ratio; Logistic regression; Adenoma; Randomized controlled trial; Confidence interval; Cohort; Cohort study; Internal medicine; Colorectal cancer; Emergency medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152645,0.0002245439,0.0004814888,0.0005640545,0.000357653,0.0006651889,0.0003442349,0.0004217898,0.001309999],"category_scores_gemma":[0.01149412,0.0002168376,0.0008359191,0.0006237616,0.0002895134,0.0004199336,0.0004735317,0.000510707,0.0001459721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251121,"about_ca_system_score_gemma":0.0005429203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387617,"about_ca_topic_score_gemma":0.003208935,"domain_scores_codex":[0.9979469,0.0009009853,0.0002065332,0.0005492687,0.0002544005,0.0001419716],"domain_scores_gemma":[0.9909658,0.002250321,0.004868588,0.0007177519,0.0005449511,0.0006525632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002529872,0.0002870818,0.989461,0.00009429173,0.0005789484,0.0000886175,0.00004738953,0.00009195335,0.0003130034,0.00003401483,0.0003458193,0.006127953],"study_design_scores_gemma":[0.0002178645,0.001703214,0.9954715,0.00003448074,0.0004486568,0.0004203997,0.0001142701,0.0007706923,0.0002517098,0.00008189063,0.0004715937,0.0000136764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977033,0.0009687118,0.0003213323,0.0001216744,0.00002001932,0.00003302902,0.0004310153,0.000009007458,0.0003919638],"genre_scores_gemma":[0.9992607,0.0001480149,0.0002152072,0.00005373847,0.00002217892,0.00001800781,0.000216892,0.000001959738,0.00006342468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002387617,"threshold_uncertainty_score":0.01138443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254865232562991,"score_gpt":0.3255140028334194,"score_spread":0.3129653505077895,"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."}}