{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02519274,0.001216405,0.002359597,0.004224738,0.001205719,0.0009767337,0.001627576,0.001193236,0.003385546],"category_scores_gemma":[0.03687896,0.0009593926,0.00385936,0.002902399,0.0006171762,0.001104809,0.0021846,0.0008803835,0.0003252011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00372162,"about_ca_system_score_gemma":0.02741365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008792697,"about_ca_topic_score_gemma":0.02348839,"domain_scores_codex":[0.9853902,0.008519931,0.002545964,0.001146873,0.002118783,0.000278258],"domain_scores_gemma":[0.9822327,0.009186222,0.003172236,0.0007861386,0.004125084,0.0004975856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004733816,0.00735976,0.01592287,0.1651492,0.006180455,0.0002928288,0.01612218,0.002509093,0.002796146,0.002121823,0.00524913,0.7715626],"study_design_scores_gemma":[0.1371957,0.08961659,0.1472955,0.3150108,0.0942686,0.0007640219,0.02398313,0.03019198,0.01720003,0.01159527,0.1320069,0.0008714103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.1681744,0.02171004,0.03640857,0.002076554,0.0004970032,0.7624878,0.00334231,0.0007070023,0.004596278],"genre_scores_gemma":[0.2347607,0.02153268,0.2527823,0.001302416,0.0001172587,0.4860413,0.001188895,0.00004611379,0.002228409],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02519274,"threshold_uncertainty_score":0.1332335,"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."}}