{"id":"W3127900726","doi":"10.1053/j.gastro.2021.02.015","title":"Colorectal Cancer Incidence After Colonoscopy at Ages 45–49 or 50–54 Years","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Cancer Institute","keywords":"Colonoscopy; Medicine; Incidence (geometry); Colorectal cancer; Gastroenterology; Internal medicine; Cancer; Oncology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095564,0.0001620515,0.0003508878,0.00008501648,0.00006259638,0.00001520663,0.00007298555,0.0001351724,0.001930247],"category_scores_gemma":[0.00008388453,0.0001485079,0.0001066874,0.0001600499,0.0001334332,0.00005676029,0.0001678977,0.0002609768,0.00009824282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314086,"about_ca_system_score_gemma":0.00013846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083089,"about_ca_topic_score_gemma":0.01277556,"domain_scores_codex":[0.9986147,0.0001046963,0.0002271416,0.0004260939,0.0001880571,0.0004392556],"domain_scores_gemma":[0.9993864,0.00004822346,0.0000789924,0.0002083592,0.0001074854,0.0001705113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1234839,0.0001174111,0.8422971,0.00005313366,0.0001586486,0.001622313,0.0004397285,0.0000241679,0.02527792,0.000001284487,0.0047057,0.001818693],"study_design_scores_gemma":[0.00199659,0.009060879,0.9654577,0.00008412264,0.0001170346,0.001654853,0.0000487626,0.00009133526,0.01331593,0.000007358682,0.008064332,0.0001011449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966989,0.0005277405,0.0001348434,0.001325041,0.0008312006,0.000185484,0.00003537203,0.00009386947,0.000167581],"genre_scores_gemma":[0.994287,0.0001702215,0.000694801,0.002581934,0.0002916036,0.0002272781,0.0000277493,0.00002462132,0.00169481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231605,"threshold_uncertainty_score":0.9989821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317875322776495,"score_gpt":0.2845670210862659,"score_spread":0.2713882678585009,"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."}}