{"id":"W2031696941","doi":"10.1016/j.juro.2008.10.144","title":"Preventing Bladder Tumor Implantation With Photodynamic Therapy in a Rat Model Mimicking Post-Fluorescence Guided Transurethral Resection","year":2009,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Medicine; Photodynamic therapy; Resection; Cystoscopy; Urology; Carcinoma in situ; Transurethral resection of the prostate; Bladder cancer; Electrosurgery; Tumor ablation; Prostate cancer; Prostate; Carcinoma; Surgery; Cancer; Ablation; Pathology; Internal medicine; Urinary system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001342306,0.0001454284,0.0003431707,0.0002620949,0.00009573747,0.00001005098,0.0001848494,0.00005516195,0.00001124874],"category_scores_gemma":[0.00009501864,0.00008342218,0.00007577697,0.000234141,0.0001188705,0.0001447083,0.000010365,0.0006484149,6.650587e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000934674,"about_ca_system_score_gemma":0.0002010176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004333117,"about_ca_topic_score_gemma":0.0001531273,"domain_scores_codex":[0.9984227,0.0003283677,0.0004424132,0.0001235033,0.0003455278,0.000337464],"domain_scores_gemma":[0.9990727,0.0001663309,0.0002773002,0.0001593733,0.0002678328,0.00005647209],"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":[0.0177942,0.0001546255,0.0006567745,0.00001219557,0.0001256889,0.0001513955,0.003524756,0.006770097,0.9672105,0.00001260476,0.00004134168,0.003545795],"study_design_scores_gemma":[0.05328621,0.06312059,0.2878239,0.0009166609,0.0008367043,0.05235222,0.003865403,0.2325536,0.2946867,0.009462832,0.00009046326,0.001004756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939663,0.0006737387,0.0007851372,0.004006438,0.00005415623,0.0004191021,0.000001649479,0.00001198511,0.00008147324],"genre_scores_gemma":[0.997398,0.001068307,0.0004106365,0.00100254,0.00006645454,0.000004132473,0.000001885507,0.00001493955,0.00003309186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6725238,"threshold_uncertainty_score":0.3401858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171501000345926,"score_gpt":0.3191074017365432,"score_spread":0.297392391733084,"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."}}