{"id":"W4389615985","doi":"10.14309/ajg.0000000000002623","title":"Measuring Size of Colorectal Polyps Using a Virtual Scale Endoscope or Visual Assessment: A Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fujifilm Holdings","keywords":"Medicine; Randomized controlled trial; Calipers; Visual analogue scale; Polypectomy; Endoscope; Colonoscopy; Internal medicine; Surgery; Colorectal 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":[0.002742448,0.000182201,0.002698576,0.0004144305,0.0001012502,0.00002046987,0.0001659952,0.00003679149,0.00005923953],"category_scores_gemma":[0.001022821,0.000104533,0.0007026608,0.0004946031,0.0007777002,0.00006132315,0.0000696481,0.0004230934,0.000001592894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364551,"about_ca_system_score_gemma":0.0003639941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002107992,"about_ca_topic_score_gemma":0.00007293775,"domain_scores_codex":[0.9965374,0.001380226,0.001075309,0.0001550285,0.0004919537,0.0003600818],"domain_scores_gemma":[0.9961792,0.001567021,0.001739218,0.0001346195,0.0002453594,0.0001346237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.978314,0.000148914,0.001077498,0.00000692783,0.000918159,0.0000528795,0.0002251275,0.0002614593,0.01781706,0.000001188484,0.00001935901,0.001157466],"study_design_scores_gemma":[0.8464021,0.1405268,0.002408578,0.0001037548,0.0009156937,0.00148861,0.0009073609,0.006520904,0.0006552291,0.000009089523,0.000005446605,0.00005645194],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947712,0.00002713894,0.002977891,0.0005358456,0.0006321016,0.0009765388,0.000003283757,0.00003010463,0.00004592371],"genre_scores_gemma":[0.9980014,0.00005628633,0.001253302,0.0001687976,0.000400126,0.0000428438,7.278147e-7,0.00002393492,0.00005260304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403778,"threshold_uncertainty_score":0.4262731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380932167740479,"score_gpt":0.3204995886295491,"score_spread":0.2966902669521443,"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."}}