{"id":"W2888919651","doi":"10.1055/a-0606-5059","title":"Adenoma detection – the more the merrier?","year":2018,"lang":"en","type":"letter","venue":"Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Adenoma; MEDLINE; Medical physics; Pathology","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":[0.007288191,0.0008127081,0.002517861,0.001367231,0.001371259,0.002053249,0.001701656,0.01912163,0.0155103],"category_scores_gemma":[0.0503562,0.0006177836,0.002022125,0.001403677,0.001135505,0.002878061,0.0008393388,0.01820252,0.009731048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795118,"about_ca_system_score_gemma":0.00211533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007668465,"about_ca_topic_score_gemma":0.01460633,"domain_scores_codex":[0.9948713,0.002333548,0.0008726611,0.0005668954,0.001130234,0.0002254481],"domain_scores_gemma":[0.9696895,0.02109437,0.002433064,0.0005522482,0.004704543,0.001526176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005264495,0.00003120965,0.001571668,0.0006362058,0.0002136715,0.0003569212,0.00004039099,0.00004757438,0.000145428,0.0007331985,0.9709183,0.02477895],"study_design_scores_gemma":[0.005534953,0.0007282681,0.01310763,0.005260746,0.001509441,0.003127891,0.0005504392,0.00110068,0.0008608201,0.01720971,0.9507185,0.0002910063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002742253,0.01008384,0.00004939174,0.9770777,0.01087262,0.00001119896,0.0003940179,0.00002038657,0.00121661],"genre_scores_gemma":[0.004435746,0.007016188,0.0002300699,0.9363948,0.04836908,0.00005449407,0.0001942256,0.00002188447,0.00328363],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01912163,"threshold_uncertainty_score":0.05188709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875813682299602,"score_gpt":0.2801503738190179,"score_spread":0.2613922369960218,"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."}}