{"id":"W47992841","doi":"10.1155/2014/537419","title":"Flexible Sigmoidoscopy for Colorectal Cancer Screening in Canada","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Sigmoidoscopy; Colorectal cancer; Medicine; General surgery; Cancer; Oncology; Internal medicine; Colonoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001380507,0.0003084457,0.000595686,0.00180898,0.00351268,0.001717487,0.001357893,0.00101909,0.02284059],"category_scores_gemma":[0.006873547,0.0002921339,0.000978392,0.004271523,0.000652806,0.0007619177,0.001123631,0.002111246,0.001466657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05909677,"about_ca_system_score_gemma":0.1946045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930913,"about_ca_topic_score_gemma":0.9965307,"domain_scores_codex":[0.9975947,0.0001872674,0.0001993756,0.0002445588,0.001260059,0.0005139548],"domain_scores_gemma":[0.9917605,0.0004066942,0.0005791022,0.0001019747,0.004430353,0.002721465],"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":[0.0004834443,0.0002947793,0.2344567,0.003226426,0.0002867841,0.001710059,0.0008930414,0.0006366085,0.0006489714,0.008876447,0.4776519,0.2708348],"study_design_scores_gemma":[0.0005251866,0.000341239,0.6491251,0.006307206,0.0004924754,0.001982745,0.002065999,0.001505537,0.0003254387,0.001810616,0.3353367,0.0001817102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.142654,0.1895055,0.003976183,0.2066281,0.008124629,0.002545159,0.08253031,0.0006061778,0.3634301],"genre_scores_gemma":[0.6866223,0.1222335,0.01271998,0.07722603,0.002661916,0.0008894356,0.03027047,0.0002475394,0.06712884],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05909677,"threshold_uncertainty_score":0.4287791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086251001019329,"score_gpt":0.2542509998117391,"score_spread":0.2333884898015458,"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."}}