{"id":"W4387247501","doi":"10.48083/ltml9783","title":"The End of Photodynamic Surgery for Bladder Cancer Has Arrived","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Medicine; Photodynamic therapy; Cancer; General surgery; Surgery; Oncology; Internal medicine; Chemistry","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":[0.004326187,0.0003316594,0.0007990558,0.000362569,0.0009560679,0.002366408,0.0007115109,0.003624789,0.01594825],"category_scores_gemma":[0.01848927,0.0001302871,0.000961065,0.0004748742,0.001307672,0.00404752,0.001707867,0.005778703,0.005234623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143781,"about_ca_system_score_gemma":0.004061551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077509,"about_ca_topic_score_gemma":0.006267663,"domain_scores_codex":[0.9979145,0.0006914985,0.000194761,0.0002013308,0.0006948123,0.0003031305],"domain_scores_gemma":[0.9855281,0.005448242,0.0008485275,0.0007247051,0.004409193,0.003041314],"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":[0.001283165,0.0001431004,0.003054648,0.001991195,0.000107556,0.0005705123,0.0002228824,0.0003597162,0.001353449,0.03126756,0.3939238,0.5657224],"study_design_scores_gemma":[0.00006045345,0.0004678522,0.002889912,0.001726147,0.00007636596,0.000731634,0.000370404,0.00009498914,0.0008157438,0.01146753,0.9812546,0.00004444551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004082215,0.2147937,0.001301326,0.7020593,0.05445702,0.00002452423,0.0004419344,0.00007305818,0.02276679],"genre_scores_gemma":[0.1064321,0.3776493,0.004896934,0.3558951,0.07943865,0.000124816,0.001243365,0.0002523402,0.07406737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01594825,"threshold_uncertainty_score":0.05335218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0858243611220835,"score_gpt":0.3681653252043632,"score_spread":0.2823409640822797,"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."}}