{"id":"W2529189111","doi":"10.1053/j.gastro.2016.09.039","title":"Understanding Postcolonoscopy Colorectal Cancers: The Next Frontier","year":2016,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Frontier; Colorectal cancer; Medicine; Internal medicine; Oncology; Geography; Cancer","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":[0.003777785,0.0006156963,0.001620095,0.0008599366,0.00268844,0.003727116,0.001291901,0.02932953,0.007720572],"category_scores_gemma":[0.02410966,0.0005749539,0.001123605,0.000453208,0.003792241,0.007934461,0.002836364,0.04234265,0.003268043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701847,"about_ca_system_score_gemma":0.004636485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004788254,"about_ca_topic_score_gemma":0.009426738,"domain_scores_codex":[0.996749,0.001369224,0.0004600844,0.0003253768,0.000750534,0.000345836],"domain_scores_gemma":[0.9799985,0.01231989,0.001454093,0.0004387547,0.002633429,0.003155295],"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":[0.0001088729,0.0001292819,0.004249858,0.0003970132,0.00004253057,0.00390379,0.0003997521,0.0001624688,0.000462179,0.007203059,0.9157082,0.06723299],"study_design_scores_gemma":[0.0002003742,0.0002640544,0.004896674,0.00276064,0.0000987118,0.01331141,0.00274634,0.0008194147,0.0003721414,0.0469296,0.9274877,0.0001128889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002239647,0.004171271,0.00007816587,0.9900271,0.004566016,0.000002783742,0.00001265867,0.000006655666,0.0009113769],"genre_scores_gemma":[0.006273379,0.01179455,0.000405636,0.8831617,0.09622452,0.00001532771,0.00003160577,0.00001035348,0.002082935],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02932953,"threshold_uncertainty_score":0.03411448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183528132611681,"score_gpt":0.2736439948266498,"score_spread":0.2018087135005329,"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."}}