{"id":"W4311325600","doi":"10.1111/den.14498","title":"Comparing size measurements of simulated colorectal polyp size and morphology groups when using a virtual scale endoscope or visual size estimation: Blinded randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Endoscope; Virtual colonoscopy; Randomized controlled trial; Colonoscopy; Nuclear medicine; Morphology (biology); Gastroenterology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001577037,0.0004182696,0.002669479,0.0002548634,0.0004792629,0.00006026056,0.0001350594,0.0001483861,0.0007802972],"category_scores_gemma":[0.007719998,0.0003611417,0.0003643753,0.0005352254,0.0004323051,0.000151611,0.0002079908,0.0005296746,0.000002458239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004589251,"about_ca_system_score_gemma":0.0005324203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164567,"about_ca_topic_score_gemma":0.00005566047,"domain_scores_codex":[0.9956776,0.001202708,0.001133116,0.0006232124,0.0009005052,0.0004628671],"domain_scores_gemma":[0.9917362,0.006812117,0.0007332295,0.0002139904,0.0002855618,0.0002189053],"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":[0.9202672,0.0005283464,0.003005966,0.00002889085,0.0007074382,0.00004006396,0.000904083,0.00393425,0.07020715,0.000006051417,0.00001065331,0.0003599318],"study_design_scores_gemma":[0.8885629,0.01289865,0.002297676,0.0001061958,0.001030348,0.0001330544,0.0003894835,0.07546101,0.01879359,0.0000361993,0.000004568434,0.0002863979],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904973,0.0002720261,0.001861974,0.00008493861,0.0009877776,0.005762042,0.00002091121,0.0001570601,0.0003559756],"genre_scores_gemma":[0.9939886,0.000008116267,0.004865281,0.0001075423,0.0001855771,0.0005564102,0.0000177346,0.00005485761,0.0002158587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07152675,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403462187083103,"score_gpt":0.325758084077605,"score_spread":0.281723462206774,"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."}}