{"id":"W2920889518","doi":"10.1093/jcag/gwz006.238","title":"A239 CLINICAL MANAGEMENT OF COLORECTAL POLYPS: RESULTS OF AN INTERNATIONAL SURVEY","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; General surgery; Internal medicine; Gastroenterology","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":[0.002591045,0.00007652544,0.0004746226,0.0002718841,0.00001537184,0.000004936015,0.000339751,0.00008369407,0.00007852413],"category_scores_gemma":[0.0003352149,0.00005996397,0.0002476473,0.0001274785,0.00005390527,0.00007822242,0.00004988186,0.0002011171,0.000001832299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852824,"about_ca_system_score_gemma":0.000194505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475559,"about_ca_topic_score_gemma":0.104347,"domain_scores_codex":[0.9979299,0.0003066447,0.001043163,0.00009707065,0.0004428786,0.0001803093],"domain_scores_gemma":[0.9969465,0.0001113918,0.002125197,0.000185943,0.0005040243,0.000126989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002543581,0.0001056223,0.992267,0.00002399751,0.0008126628,0.000006573871,0.00004899724,0.00005795903,0.00003472801,0.00004720516,0.003676357,0.0003752738],"study_design_scores_gemma":[0.005578234,0.001604939,0.9913242,0.00006731746,0.0001537857,0.00001321925,0.00008139988,0.00006456058,0.0000371321,0.00001601681,0.001036128,0.00002310434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925348,0.000004318996,0.000006864151,0.004298749,0.001567449,0.0001731656,0.0001034506,0.000001350926,0.001309916],"genre_scores_gemma":[0.9979325,0.00003919191,0.0004176696,0.0003956251,0.0000765634,4.567583e-7,0.00001754943,0.000006818667,0.001113647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09959142,"threshold_uncertainty_score":0.9119963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985358320145147,"score_gpt":0.3009060889291214,"score_spread":0.2810525057276699,"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."}}