{"id":"W4411448320","doi":"10.54434/candj.204","title":"The Role of Naturopathic Medicine During Active Surveillance in Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"CAND Journal","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Medicine; Prostate cancer; Disease; Cancer; Randomized controlled trial; Internal medicine; Oncology; Observational study; Physical therapy; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004399308,0.00009468719,0.0002825925,0.0001386377,0.0001442844,0.00001171281,0.00009279604,0.00003931323,0.00003292131],"category_scores_gemma":[0.0002613272,0.00005667065,0.00005579481,0.0002612503,0.0002325639,0.00004139741,0.00001685171,0.000463869,4.560158e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759736,"about_ca_system_score_gemma":0.0006952611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003193574,"about_ca_topic_score_gemma":0.0004666964,"domain_scores_codex":[0.9990862,0.0001110776,0.000303849,0.0001007503,0.0001858799,0.0002122186],"domain_scores_gemma":[0.9993488,0.0001434838,0.0001482896,0.0001407944,0.0001603769,0.00005828429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0189984,0.0001072793,0.606841,0.000306496,0.0002903314,0.0003334942,0.00471027,0.00007699959,0.06873025,0.0002434117,0.001049568,0.2983125],"study_design_scores_gemma":[0.003737593,0.0001531047,0.9303436,0.001611649,0.00003729848,0.0004488286,0.003076774,0.00005911693,0.01891902,0.000229098,0.0412998,0.00008416694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242738,0.07061659,0.000001137459,0.003156336,0.0003665159,0.0001408707,0.000003414968,0.000005330862,0.00143601],"genre_scores_gemma":[0.9763179,0.02104945,0.000002374572,0.00009150265,0.0003090278,0.000008579736,6.812572e-7,0.000008229538,0.002212229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235025,"threshold_uncertainty_score":0.2310962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003777587530212865,"score_gpt":0.2670391308576896,"score_spread":0.2632615433274768,"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."}}