{"id":"W4414387666","doi":"10.1177/15593258251382312","title":"INWORKS Solid Cancer Mortality Risk Estimate is Much Higher than the Equivalent LSS Risk Estimate","year":2025,"lang":"en","type":"letter","venue":"Dose-Response","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Deep River Science Academy","funders":"","keywords":"Estimation; Absolute risk reduction; Lifetime risk; Risk assessment; Cancer incidence; Cancer; Mortality rate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008711343,0.0002965282,0.0007209483,0.0008957325,0.001177341,0.001515114,0.0009604096,0.005893127,0.008233092],"category_scores_gemma":[0.05817787,0.0002634658,0.0007107361,0.001071366,0.0009552194,0.00137012,0.0009839011,0.008077923,0.003100213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115359,"about_ca_system_score_gemma":0.001312411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004821968,"about_ca_topic_score_gemma":0.008701701,"domain_scores_codex":[0.9895251,0.004588797,0.001107912,0.0006295555,0.003791128,0.0003575272],"domain_scores_gemma":[0.9279771,0.05631671,0.003398645,0.002675903,0.008333708,0.001297805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007619767,0.0001185252,0.0535697,0.0003517241,0.000241579,0.001921025,0.0003876407,0.0006798325,0.0007784475,0.01762341,0.811093,0.1124731],"study_design_scores_gemma":[0.0002928391,0.0004886537,0.0621579,0.001278725,0.0003017749,0.01398527,0.001431506,0.003508617,0.003127167,0.03788606,0.8753664,0.0001750934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01406129,0.005603848,0.002558771,0.9124011,0.01162892,0.00002726466,0.0008604855,0.000100118,0.05275825],"genre_scores_gemma":[0.2546955,0.005688248,0.005279224,0.6514703,0.05906799,0.0001018145,0.001913486,0.0002477207,0.0215357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008711343,"threshold_uncertainty_score":0.04607052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500605851343084,"score_gpt":0.3851201669730461,"score_spread":0.3501141084596152,"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."}}