{"id":"W2007015455","doi":"10.1111/j.1572-0241.2002.07059.x","title":"Screening for colorectal cancer: the cost to find an advanced adenoma","year":2002,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Sigmoidoscopy; Medicine; Colonoscopy; Adenoma; Colorectal cancer; Polypectomy; General surgery; Virtual colonoscopy; Radiology; Cancer; Internal medicine","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":[0.001180924,0.0004048667,0.0004212734,0.001590417,0.0003031864,0.001463957,0.0005750966,0.0008166498,0.006184465],"category_scores_gemma":[0.008994932,0.0002210705,0.001365114,0.002329511,0.0004161604,0.0007162242,0.0006282967,0.0004897703,0.0005691208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368156,"about_ca_system_score_gemma":0.003442331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02670459,"about_ca_topic_score_gemma":0.04520842,"domain_scores_codex":[0.9978698,0.00109843,0.0001825371,0.00008565312,0.0006191262,0.0001442516],"domain_scores_gemma":[0.9966258,0.002115286,0.0006174734,0.00004361656,0.0003370554,0.0002608236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002430558,0.0003481884,0.1721152,0.007180507,0.002313965,0.001597125,0.0003233465,0.02110463,0.001511881,0.005212952,0.02812558,0.7577361],"study_design_scores_gemma":[0.001671209,0.003713758,0.7906381,0.01216165,0.01071665,0.02176014,0.002076533,0.05887787,0.001745822,0.01032651,0.08605579,0.0002559413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654188,0.2158225,0.008371644,0.03664734,0.0007882675,0.0008665118,0.009653206,0.0003081508,0.07335445],"genre_scores_gemma":[0.9553495,0.03196279,0.007568644,0.001400777,0.000255948,0.0002108491,0.001190507,0.00001658042,0.002044481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02670459,"threshold_uncertainty_score":0.05309826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283259413693022,"score_gpt":0.3064740463747841,"score_spread":0.2781481050054819,"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."}}