{"id":"W4406227704","doi":"10.1158/1055-9965.c.7618152","title":"Data 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":"Medicine; Cancer; Incidence (geometry); Cancer registry; Lung cancer; Colorectal cancer; Breast cancer; Demography; Population; Internal medicine; Primary cancer; Gynecology; Oncology; Environmental health","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":[0.0004235842,0.0002302137,0.0001599485,0.001561259,0.0003353156,0.000367424,0.0004261498,0.0002032271,0.00290622],"category_scores_gemma":[0.001712183,0.0001690412,0.0004573179,0.002563543,0.0001300502,0.0001147362,0.0003019031,0.0002966798,0.0002872022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002894209,"about_ca_system_score_gemma":0.003094912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8721203,"about_ca_topic_score_gemma":0.9006311,"domain_scores_codex":[0.9995648,0.00003720822,0.00003600118,0.00005155421,0.000245295,0.00006504508],"domain_scores_gemma":[0.9983022,0.0001636734,0.0004449692,0.0000800232,0.0007599097,0.0002492317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005389643,0.000009220163,0.9944207,0.00002956079,0.00005029587,0.00002116323,0.00004968393,0.0001603332,0.00006292365,0.00001776843,0.001543708,0.003580694],"study_design_scores_gemma":[0.000004480392,0.00001100123,0.9990714,0.000009873501,0.00002240833,0.00003352602,0.00005840305,0.0001289124,0.000035185,0.000006131257,0.0006162841,0.000002438646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9632742,0.001303558,0.0003280172,0.0002212187,0.00001724368,0.00005745459,0.03072259,0.00005473557,0.004021002],"genre_scores_gemma":[0.980476,0.0006623803,0.0002846806,0.00007186816,0.00001164574,0.00003200099,0.01680733,0.000006232352,0.001647875],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8721203,"threshold_uncertainty_score":0.2572656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285845171759087,"score_gpt":0.3379059754890191,"score_spread":0.2750475237714283,"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."}}