{"id":"W4406226825","doi":"10.1158/1055-9965.28171818","title":"Figure S2 from Risk of Developing a Subsequent Primary Cancer among Adult Cancer Survivors","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Primary cancer; Medicine; Primary (astronomy); Oncology; Demography; Internal medicine; Sociology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002379547,0.0006488009,0.001617114,0.0002983936,0.00009057659,0.00002973113,0.0004511117,0.0007288619,0.005157015],"category_scores_gemma":[0.0000872825,0.0005626404,0.0005022616,0.0002860547,0.0001887909,0.00009921731,0.0006389875,0.001487473,0.000007634447],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919361,"about_ca_system_score_gemma":0.006733734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5735407,"about_ca_topic_score_gemma":0.1598143,"domain_scores_codex":[0.9965452,0.000154414,0.001060574,0.001101891,0.0006329565,0.0005049439],"domain_scores_gemma":[0.997119,0.0002346275,0.0007124359,0.001018939,0.0006869712,0.0002280248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007105906,0.00009756782,0.9348889,0.004675292,0.003284006,0.00004520355,0.001936547,0.00158538,0.0005352302,0.0001203542,0.009981238,0.04213972],"study_design_scores_gemma":[0.003017028,0.00005407105,0.9567534,0.007583047,0.001807843,0.00000122467,0.0003026736,0.001536867,0.01478715,0.0002542521,0.01284784,0.001054557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408237,0.010072,0.00111228,0.001696179,0.002612721,0.001561012,0.003985366,0.0001741188,0.03796257],"genre_scores_gemma":[0.7510778,0.146546,0.01919972,0.01700548,0.002323502,0.002806846,0.006230372,0.000272744,0.05453753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4137264,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228783133741568,"score_gpt":0.294391153931469,"score_spread":0.2721033225940533,"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."}}