{"id":"W4205161131","doi":"10.2196/32291","title":"Cruciferous Vegetable Intervention to Reduce the Risk of Cancer Recurrence in Non–Muscle-Invasive Bladder Cancer Survivors: Development Using a Systematic Process","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Intervention (counseling); Bladder cancer; Medicine; Cancer; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003395656,0.0002035238,0.0003173292,0.00007059515,0.0001568962,0.00001879291,0.0004071589,0.00006266369,0.00007299422],"category_scores_gemma":[0.00007025449,0.000171003,0.00009551724,0.0003105902,0.00005857466,0.000008430434,0.0002589286,0.0001895699,0.000001065384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866828,"about_ca_system_score_gemma":0.0004651166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007514778,"about_ca_topic_score_gemma":0.02195721,"domain_scores_codex":[0.9983278,0.000187104,0.0004880063,0.0004579932,0.0002298653,0.0003092344],"domain_scores_gemma":[0.9989826,0.00002504225,0.0004117166,0.0003163381,0.0002038714,0.00006040658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004805193,0.0004496332,0.0807016,0.009008296,0.0006823223,0.000003774679,0.01342671,0.06373355,0.8258183,0.000004390223,0.0006324665,0.005058452],"study_design_scores_gemma":[0.001059452,0.0001679794,0.03796857,0.003931361,0.0001422397,0.00000376104,0.004509009,0.000477305,0.9503861,0.00005189151,0.000700059,0.0006022851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899095,0.007888712,0.0002161257,0.00006780065,0.0003890517,0.001327334,0.0001561009,0.00000496138,0.00004044448],"genre_scores_gemma":[0.9937283,0.000442546,0.000113764,0.0001137324,0.0001309243,0.005231211,0.000018596,0.00002675858,0.0001941139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245678,"threshold_uncertainty_score":0.9990942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894662427190102,"score_gpt":0.3237679238241315,"score_spread":0.3048212995522305,"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."}}