{"id":"W3016556149","doi":"10.1055/a-1132-5371","title":"Uptake and barriers for implementation of the resect and discard strategy: an international survey","year":2020,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. Department of Veterans Affairs","keywords":"Diminutive; Medicine; General surgery; Surgery","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":[0.00358522,0.0001739613,0.000280173,0.001157726,0.0003227253,0.0009369816,0.0004903635,0.0006880246,0.001865223],"category_scores_gemma":[0.01072266,0.0003418928,0.0005479141,0.001592023,0.0005188608,0.001297172,0.0007784005,0.0008436362,0.0003307901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704547,"about_ca_system_score_gemma":0.0006996465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006903786,"about_ca_topic_score_gemma":0.00400291,"domain_scores_codex":[0.9971289,0.0009984205,0.0004872409,0.0002980177,0.0006410185,0.0004464054],"domain_scores_gemma":[0.9867601,0.003322487,0.006553566,0.0004499612,0.001590296,0.001323574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003813301,0.0001106199,0.9932184,0.00007870854,0.00002862313,0.00005545389,0.001534653,0.00004073116,0.0001229581,0.00004433702,0.0003305184,0.00439682],"study_design_scores_gemma":[0.000004468023,0.0001069413,0.9951793,0.00006388942,0.00001160897,0.0001237623,0.003667437,0.0001969418,0.00006219718,0.00001443154,0.0005606332,0.00000833134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970151,0.0002849284,0.0001500966,0.0005002896,0.000007074747,0.0000437577,0.0003731096,0.00000533027,0.001620264],"genre_scores_gemma":[0.9990864,0.0002725463,0.0001220119,0.0001709761,0.000005935792,0.00002827366,0.0001891538,0.000002948856,0.0001217554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006903786,"threshold_uncertainty_score":0.01896065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07339769933878562,"score_gpt":0.4067471489130378,"score_spread":0.3333494495742522,"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."}}