{"id":"W2411046622","doi":"10.1016/s1055-3207(18)30100-5","title":"Primary Prevention","year":2000,"lang":"en","type":"article","venue":"Surgical Oncology Clinics of North America","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Primary prevention; Colorectal cancer; Cancer prevention; Incidence (geometry); Secondary prevention; Primary cancer; Cancer; Prophylactic Surgery; Internal medicine; Oncology; Intensive care medicine; Disease; Breast 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001795683,0.00009654868,0.000487768,0.00005762841,0.00003895457,0.0000019882,0.00006214088,0.0001214128,0.001078046],"category_scores_gemma":[0.00004571476,0.0000850133,0.0002288845,0.0003102017,0.0002066145,0.00003843904,0.00002085694,0.0002840837,0.0001189004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008197656,"about_ca_system_score_gemma":0.0002747212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000340375,"about_ca_topic_score_gemma":0.00002727472,"domain_scores_codex":[0.9988416,0.0001014477,0.0004610389,0.0002309067,0.0001872455,0.0001777759],"domain_scores_gemma":[0.9991341,0.0002866937,0.0001632509,0.0001960288,0.0000825865,0.0001373518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007676863,0.0004192895,0.01423884,0.00001912969,0.00004548582,0.00007143728,0.0000253358,0.00004463028,0.000002891582,0.000002118986,0.0002882892,0.9771657],"study_design_scores_gemma":[0.001703975,0.01270198,0.1101574,0.00002106731,0.0000898807,0.0001125855,0.000007883336,0.0001240491,0.00001353817,0.00005019831,0.8749337,0.00008377302],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742173,0.0002473375,0.00008986084,0.0004885758,0.0001519159,0.0001896843,0.000005282382,0.00007198142,0.124538],"genre_scores_gemma":[0.9897341,0.003013761,0.002399958,0.0006899823,0.0002633136,0.00002378576,0.00007277028,0.00001439639,0.003787906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9770819,"threshold_uncertainty_score":0.9998351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415737958375157,"score_gpt":0.345619315027075,"score_spread":0.3214619354433235,"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."}}