{"id":"W2159358371","doi":"10.1093/jncimonographs/lgj010","title":"Chapter 10: The University of Rochester Model of Breast Cancer Detection and Survival","year":2006,"lang":"en","type":"article","venue":"JNCI Monographs","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Incidence (geometry); Epidemiology; Covariate; Oncology; Surveillance, Epidemiology, and End Results; Cancer; Internal medicine; Statistics; Cancer registry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822873,0.001435815,0.001561125,0.00110237,0.0006588114,0.003259031,0.003230634,0.002649892,0.01576829],"category_scores_gemma":[0.006463162,0.0009900489,0.001226094,0.001385333,0.001458213,0.002208866,0.0013791,0.003400577,0.004467024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571342,"about_ca_system_score_gemma":0.002685039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04184021,"about_ca_topic_score_gemma":0.02494592,"domain_scores_codex":[0.9989221,0.0004364404,0.00003388879,0.0002380513,0.0001662656,0.0002032296],"domain_scores_gemma":[0.9982337,0.001155436,0.0002067613,0.00008703144,0.0002140864,0.0001029473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001106844,0.00005509431,0.003233852,0.0001446777,0.00008016099,0.0003830063,0.0002640624,0.2512453,0.0004034549,0.6999052,0.02950118,0.01467329],"study_design_scores_gemma":[0.0001317986,0.00006105205,0.001604904,0.0001046574,0.00007327336,0.0004528166,0.0000858943,0.6978937,0.0001742676,0.2511589,0.04818972,0.00006898925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04165998,0.01082996,0.7532188,0.02236382,0.0009880244,0.0004438078,0.01503465,0.001346852,0.1541142],"genre_scores_gemma":[0.6136923,0.01609711,0.09232221,0.001991717,0.001421526,0.002165298,0.005513891,0.0005568142,0.2662391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04184021,"threshold_uncertainty_score":0.0831933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927688140854705,"score_gpt":0.2559003079908944,"score_spread":0.2166234265823473,"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."}}