{"id":"W2336476164","doi":"10.1056/jg200806130000002","title":"Colon Cancer Trends and Colonoscopy Use in Manitoba","year":2008,"lang":"en","type":"article","venue":"Journal watch","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Cancer; General surgery; Internal medicine; Oncology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489364,0.0002075116,0.0001828655,0.001772815,0.0007779911,0.0008073643,0.0006591625,0.0003573721,0.002038642],"category_scores_gemma":[0.00149669,0.0003082361,0.0004116724,0.004123945,0.0003841985,0.0003311372,0.0004613861,0.0006064452,0.0002975508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006003501,"about_ca_system_score_gemma":0.006952619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505609,"about_ca_topic_score_gemma":0.9748454,"domain_scores_codex":[0.9997537,0.00003708134,0.00002271359,0.00004027199,0.00007251074,0.00007380126],"domain_scores_gemma":[0.9988995,0.00008738158,0.0003183773,0.00003566702,0.0004028821,0.0002562746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004383986,0.00002374774,0.996574,0.0000284394,0.00005708947,0.00006976056,0.000292746,0.00007316234,0.0002985008,0.00005352289,0.0005872523,0.001897955],"study_design_scores_gemma":[0.000003674735,0.00002183554,0.9984583,0.00003344355,0.00003004887,0.00006226218,0.000468575,0.0001297284,0.00007619034,0.00001034166,0.0007007489,0.000004997454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878345,0.001965626,0.00007081986,0.0008230186,0.00002051971,0.00002156134,0.005322562,0.00002298478,0.003918503],"genre_scores_gemma":[0.9931249,0.002768402,0.0001532889,0.000285389,0.00001634343,0.00001673876,0.001651236,0.000008797753,0.001975029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04943907,"threshold_uncertainty_score":0.09946042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061503266804225,"score_gpt":0.3054483150243339,"score_spread":0.2548332823562917,"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."}}