{"id":"W4392728963","doi":"10.2196/48380","title":"Risk of Subsequent Primary Cancers Among Adult-Onset 5-Year Cancer Survivors in South Korea: Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Cancer; Cohort; Cohort study; Demography; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005781981,0.0003040666,0.0003299372,0.0007427368,0.0003530061,0.0004608448,0.0003579175,0.0002868026,0.001117112],"category_scores_gemma":[0.001108771,0.0004087801,0.0006166791,0.001143976,0.0001608262,0.0003718776,0.0004242281,0.0004432552,0.0001529459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003472026,"about_ca_system_score_gemma":0.0005368426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139464,"about_ca_topic_score_gemma":0.0180853,"domain_scores_codex":[0.9996266,0.00004943972,0.00006622204,0.0001322518,0.00005938324,0.00006607266],"domain_scores_gemma":[0.9990999,0.00006702778,0.0004496122,0.0001165439,0.0001365719,0.0001303907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004573283,0.000009204239,0.9992048,0.0000130928,0.00005179763,0.00005327373,0.00003482766,0.00001709581,0.00007974092,0.000005416872,0.00007640445,0.0004087131],"study_design_scores_gemma":[0.000006051095,0.00004380035,0.9992325,0.00000996187,0.00004977574,0.0002667681,0.0001076881,0.00007693786,0.00003706526,0.000005964729,0.0001602467,0.000003263207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977702,0.0002949435,0.00008140983,0.00002124648,0.000004890323,0.00002537365,0.001621692,0.000003909994,0.0001762709],"genre_scores_gemma":[0.99821,0.000258565,0.0001046406,0.00002851882,0.000004333165,0.00002672501,0.001257166,0.000001866497,0.0001082279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139464,"threshold_uncertainty_score":0.02773041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659625025099138,"score_gpt":0.296472791291457,"score_spread":0.2798765410404657,"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."}}