{"id":"W3135800657","doi":"10.3233/blc-201510","title":"A Systematic Review of Outcome Reporting, Definition and Measurement Heterogeneity in Non-Muscle Invasive Bladder Cancer Effectiveness Trials of Adjuvant, Prophylactic Treatment After Transurethral Resection","year":2021,"lang":"en","type":"review","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Bladder cancer; Resection; Adjuvant; Cancer; Randomized controlled trial; Urology; Oncology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00375003,0.0008844812,0.01102117,0.0003614602,0.00004729374,0.00002064045,0.0001076806,0.0004149433,0.00024131],"category_scores_gemma":[0.001861827,0.0005956112,0.001789545,0.0006547205,0.0001152344,0.0001108196,0.00004275258,0.0003520397,0.000002126407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878199,"about_ca_system_score_gemma":0.002405371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642072,"about_ca_topic_score_gemma":0.00287221,"domain_scores_codex":[0.9895613,0.002169873,0.005822592,0.0009856502,0.001033742,0.0004268189],"domain_scores_gemma":[0.9924178,0.000465915,0.005390616,0.0008055106,0.000743784,0.0001764199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003389828,0.0005822163,0.002041514,0.9517617,0.004874121,0.0001379551,0.0002275224,8.671622e-7,0.00006655858,0.000001107357,0.00001162301,0.0399559],"study_design_scores_gemma":[0.003657497,0.00106946,0.004492631,0.9493726,0.03896651,0.0001067818,0.0000375224,6.95559e-7,0.001229381,0.000007597903,0.0005702512,0.0004890509],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003933898,0.9823052,0.00001756013,0.00003900475,0.0004080224,0.01269064,0.0005160627,0.00001913399,0.00007044659],"genre_scores_gemma":[0.03543169,0.9468848,0.00004346927,0.00007997148,0.0001411715,0.01718644,0.00009318397,0.0001104103,0.00002893609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03946685,"threshold_uncertainty_score":0.9996495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209381788473779,"score_gpt":0.4348002948606458,"score_spread":0.2138621160132679,"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."}}