{"id":"W4294266603","doi":"10.1056/evidoa2200092","title":"A Randomized Trial of PHOTOdynamic Surgery in Non–Muscle-Invasive Bladder Cancer","year":2022,"lang":"en","type":"article","venue":"NEJM Evidence","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute for Health and Care Research","keywords":"Medicine; Bladder cancer; Hazard ratio; Confidence interval; Randomized controlled trial; Cystectomy; Adverse effect; Surgery; Cancer; Urology; Internal medicine","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":[0.005035433,0.001936813,0.004438632,0.0005556629,0.0005594893,0.00148463,0.001227561,0.003119185,0.0102024],"category_scores_gemma":[0.008323237,0.0008875237,0.003052336,0.000478886,0.001546912,0.001651962,0.0009781832,0.003155261,0.0009187642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009477161,"about_ca_system_score_gemma":0.002135288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009570965,"about_ca_topic_score_gemma":0.001203495,"domain_scores_codex":[0.9956982,0.003020827,0.0002894618,0.0005229201,0.0001969932,0.0002714933],"domain_scores_gemma":[0.9963643,0.001615671,0.0008765341,0.000282832,0.0002198473,0.0006408367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9917686,0.001961895,0.0002147409,0.0006217842,0.0006475258,0.000021491,0.0000215333,0.0001446903,0.0003380431,0.00009119406,0.0002191066,0.003949347],"study_design_scores_gemma":[0.9793386,0.01933419,0.0002894357,0.00003705777,0.000316743,0.00001324733,0.00001077602,0.0002416172,0.00006475044,0.0001467942,0.0002008583,0.000005907377],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612266,0.00951558,0.002058645,0.002630309,0.003556416,0.01638835,0.0009993567,0.0001728787,0.003451872],"genre_scores_gemma":[0.9720945,0.002338087,0.003396927,0.001788152,0.0009162422,0.01675876,0.0005547641,0.0000200361,0.002132424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102024,"threshold_uncertainty_score":0.03413045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305276640714079,"score_gpt":0.3312416262031483,"score_spread":0.2881888597960075,"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."}}