{"id":"W2733733621","doi":"","title":"Photodiagnostic et PDT en urologie","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Physics; Prostate disease; Humanities; Molecular biology; Art; Medicine; Cancer; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009102065,0.0004308665,0.0005663049,0.001258713,0.000525233,0.001459145,0.0004878339,0.00172396,0.003487903],"category_scores_gemma":[0.0007215872,0.0003417429,0.0004303109,0.0009977416,0.001251754,0.0008893142,0.0006062392,0.001377323,0.00117776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765902,"about_ca_system_score_gemma":0.001332556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003901451,"about_ca_topic_score_gemma":0.003677602,"domain_scores_codex":[0.9994258,0.0002023685,0.0000236509,0.00009816047,0.0002057666,0.00004431162],"domain_scores_gemma":[0.9997233,0.0001314492,0.00003893191,0.00001960237,0.00006116257,0.00002555543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007777396,0.0002878913,0.003133297,0.00431298,0.00008135625,0.002379561,0.0004897247,0.00188869,0.1301504,0.043109,0.01549227,0.797897],"study_design_scores_gemma":[0.0001008219,0.0009266924,0.0153108,0.001063484,0.0001152869,0.02044573,0.0002813312,0.002911395,0.0912245,0.01704935,0.8504325,0.0001381518],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02631314,0.8975836,0.02572684,0.006164602,0.001550156,0.00006651699,0.0001459263,0.0003325596,0.04211662],"genre_scores_gemma":[0.2517077,0.5970883,0.02877805,0.005103243,0.002132941,0.0001698889,0.000278329,0.00009931914,0.1146422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003901451,"threshold_uncertainty_score":0.01281261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160447928069827,"score_gpt":0.2834011973271178,"score_spread":0.2617967180464196,"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."}}