{"id":"W2102515190","doi":"10.1136/jclinpath-2013-201608","title":"Reporting trends of right-sided hyperplastic and sessile serrated polyps in a large teaching hospital over a 4-year period (2009–2012)","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Wellcome Trust","keywords":"Hyperplastic Polyp; Medicine; Period (music); Colorectal cancer; Internal medicine; Gastroenterology; General surgery; Cancer; Colonoscopy","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":[0.002492492,0.0001130338,0.0008819973,0.0002624659,0.0000425747,0.00001273273,0.00005257772,0.0002292609,0.0002302774],"category_scores_gemma":[0.007448445,0.00008296834,0.0001982498,0.0001753221,0.00009393117,0.0001722952,0.00004306903,0.001020316,0.000002569471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889433,"about_ca_system_score_gemma":0.0001366946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000581401,"about_ca_topic_score_gemma":0.00004673658,"domain_scores_codex":[0.9967963,0.0002576103,0.002326384,0.0001917353,0.0002038497,0.0002241621],"domain_scores_gemma":[0.9969411,0.0003808388,0.002201838,0.0001340463,0.0001771254,0.0001650339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379683,0.0006277727,0.9608645,0.00004071967,0.00007577943,0.001331486,0.000664084,0.00000635312,0.004513268,0.00002125152,0.001028516,0.02844653],"study_design_scores_gemma":[0.003758152,0.006222037,0.9859616,0.000206816,0.00007810666,0.002205033,0.0002905358,0.0007659337,0.00009012074,0.0001024698,0.0002344855,0.00008470536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972777,0.000260146,0.000193088,0.0006320769,0.0005909121,0.00007801007,0.000002415694,0.00001229341,0.0009533435],"genre_scores_gemma":[0.9978148,0.00001877858,0.001451603,0.0001320135,0.0003410403,0.000002806533,0.000001396519,0.00001246002,0.0002251233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02836182,"threshold_uncertainty_score":0.8917022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812845612599426,"score_gpt":0.3709899430148397,"score_spread":0.3428614868888455,"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."}}