{"id":"W1985846319","doi":"10.1097/01.ede.0000181313.61948.76","title":"Analysis of Mortality Data From Cancer Screening Studies","year":2005,"lang":"en","type":"article","venue":"Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Cumulative incidence; Incidence (geometry); Colorectal cancer; Mortality rate; Cancer; Cancer screening; Cumulative risk; Internal medicine; Cohort","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":[0.001762922,0.0001174058,0.001197618,0.000121081,0.00003986509,0.000001106875,0.0002614668,0.00009280162,0.000561406],"category_scores_gemma":[0.003551729,0.00009256624,0.0001503098,0.0004336252,0.000181289,0.0001106195,0.0002237343,0.0001570127,0.00001012346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005912703,"about_ca_system_score_gemma":0.00005321021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034229,"about_ca_topic_score_gemma":0.007313326,"domain_scores_codex":[0.9982916,0.0002177107,0.0006372766,0.0004421502,0.0001459727,0.0002652924],"domain_scores_gemma":[0.9973358,0.001224321,0.0002743583,0.0009433479,0.0001272893,0.00009490635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006888277,0.00001570383,0.9662405,0.000009213731,0.005461243,0.000005702429,0.0001139345,0.002732764,0.0001115862,0.00009604752,0.01058968,0.01455478],"study_design_scores_gemma":[0.0002745015,0.00003914619,0.9581629,0.00006848909,0.004072119,0.00000141443,0.000277372,0.02852852,0.00007666518,0.0001949538,0.008219632,0.00008429219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536177,0.03412284,0.004405023,0.006786447,0.0001077215,0.00009074179,0.000328947,0.00003246315,0.000508126],"genre_scores_gemma":[0.9787373,0.001812562,0.01303517,0.005463819,0.000475429,0.000009295868,0.0003689116,0.000006229015,0.0000912646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03231027,"threshold_uncertainty_score":0.9962479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7287248533381201,"score_gpt":0.5784446370266049,"score_spread":0.1502802163115152,"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."}}