{"id":"W1855375555","doi":"","title":"Common sense for a common problem: the question of screening the average-risk population for colorectal neoplasia.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Colorectal cancer; Population; Colonoscopy; Cancer; Breast cancer; Gynecology; Asymptomatic; Incidence (geometry); Oncology; Health care; Internal medicine; Environmental health","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":[0.05715855,0.0009765606,0.003272793,0.003698415,0.01148201,0.01136674,0.006500616,0.02693033,0.006969565],"category_scores_gemma":[0.193266,0.001068505,0.002135717,0.003477978,0.05877183,0.04052882,0.01378641,0.04660368,0.002498531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01991853,"about_ca_system_score_gemma":0.05328768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.166677,"about_ca_topic_score_gemma":0.1621846,"domain_scores_codex":[0.9424317,0.02742486,0.00488976,0.00435411,0.01656075,0.004338827],"domain_scores_gemma":[0.8401732,0.08617003,0.00948123,0.007109519,0.03200604,0.02505999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006142059,0.00008617446,0.005982552,0.001145051,0.0001686764,0.0006255932,0.02018073,0.0000694257,0.0001080531,0.06638089,0.7933543,0.1118372],"study_design_scores_gemma":[0.000115411,0.0001817224,0.009666542,0.01036356,0.0001776041,0.003499816,0.06041614,0.000254327,0.0001243225,0.1821779,0.7327092,0.0003133931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004806129,0.01627963,0.0004783914,0.9751766,0.004869279,0.000009804325,0.00004957768,0.00002216397,0.002633803],"genre_scores_gemma":[0.03428706,0.02512885,0.001922645,0.9267334,0.00946325,0.00005743909,0.0001545909,0.0001069811,0.002145865],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.166677,"threshold_uncertainty_score":0.3314138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037006064357188,"score_gpt":0.2714439629968308,"score_spread":0.2510739023532589,"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."}}