{"id":"W4319331503","doi":"","title":"Prevention of bladder tumor implantation after fluorescence guided TUR with photodynamic therapy","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Photodynamic therapy; Fluorescence; Medicine; Bladder tumor; Radiology; Bladder cancer; Chemistry; Internal medicine; Cancer; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003422166,0.000259645,0.0006275369,0.0003392177,0.0002494434,0.0002823338,0.0002912259,0.0004826217,0.001451247],"category_scores_gemma":[0.0006918174,0.0001001005,0.0004427269,0.0001480825,0.0002640568,0.0002167638,0.0002079741,0.0003972913,0.0001782016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711985,"about_ca_system_score_gemma":0.0003256326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006296008,"about_ca_topic_score_gemma":0.0006589524,"domain_scores_codex":[0.9998484,0.00004732227,0.000006767798,0.00001755159,0.00003849644,0.00004143574],"domain_scores_gemma":[0.9996581,0.0001459105,0.0000919459,0.00003304129,0.00002809146,0.00004277725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03180809,0.002563805,0.03321955,0.001152244,0.0002735702,0.001771269,0.0003155465,0.002125668,0.6395592,0.0006016112,0.001583794,0.2850257],"study_design_scores_gemma":[0.0007289738,0.07640884,0.2696821,0.0002337955,0.0008706949,0.008519094,0.0002692069,0.006708323,0.6257389,0.0005958072,0.01018063,0.00006361937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846838,0.0087953,0.004419553,0.0002998695,0.00009156579,0.00006824191,0.00003867206,0.0001497279,0.001453335],"genre_scores_gemma":[0.9970271,0.001163835,0.0007853053,0.00004762593,0.00004602454,0.00001622187,0.00002408074,0.00001033742,0.0008795087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001451247,"threshold_uncertainty_score":0.004854918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176998589794156,"score_gpt":0.2817732009215294,"score_spread":0.2640733419421137,"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."}}