{"id":"W2128249752","doi":"10.1158/1055-9965.epi-07-0151","title":"Accuracy of Colorectal Polyp Self-Reports: Findings from the Colon Cancer Family Registry","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Cancer Care Ontario; University of Toronto","funders":"National Cancer Institute","keywords":"Colonoscopy; Medicine; Colorectal cancer; Predictive value; Internal medicine; Family history; Medical record; Colorectal Polyp; Population; Positive predicative value; Gastroenterology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003129465,0.0002751341,0.0006880963,0.0001242067,0.0001903745,0.00000756808,0.0001716989,0.0004352666,0.0001597955],"category_scores_gemma":[0.001435773,0.0002134309,0.0003675935,0.0004707155,0.0003261568,0.0001227067,0.00007845609,0.0004123417,0.000004793834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271204,"about_ca_system_score_gemma":0.0004948026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251986,"about_ca_topic_score_gemma":0.003265305,"domain_scores_codex":[0.9971586,0.000363212,0.001085975,0.0006341323,0.0002366573,0.0005214513],"domain_scores_gemma":[0.9961588,0.001965478,0.001017862,0.000480296,0.0002092626,0.0001682857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009934695,0.0001304215,0.8718694,0.00008679102,0.001376423,0.00003205645,0.0003369139,0.00001719763,0.04453705,0.00005227198,0.02204768,0.0495791],"study_design_scores_gemma":[0.001330427,0.0009203088,0.9729401,0.0005938418,0.0007050421,0.00007199019,0.0003823705,0.0002094181,0.01339634,0.001503429,0.00770643,0.0002402422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657637,0.02522365,0.002547688,0.00278096,0.002040396,0.0008394501,0.00003794433,0.0001639548,0.0006022539],"genre_scores_gemma":[0.9938962,0.002078188,0.001970605,0.001013918,0.0004539087,0.0002200511,0.000101855,0.00003157455,0.0002336271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010708,"threshold_uncertainty_score":0.9940559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071044535582178,"score_gpt":0.3659241292841261,"score_spread":0.3252136839283043,"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."}}