{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1316693,0.002822327,0.01720297,0.02145784,0.001736695,0.005934143,0.003584874,0.003500665,0.003432467],"category_scores_gemma":[0.3912208,0.002313588,0.01625516,0.02263838,0.003330657,0.005414347,0.00349214,0.002299048,0.0004836704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149855,"about_ca_system_score_gemma":0.02887645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009339706,"about_ca_topic_score_gemma":0.02156248,"domain_scores_codex":[0.7381601,0.1125733,0.1205495,0.00660482,0.02072357,0.001388785],"domain_scores_gemma":[0.5725754,0.304826,0.08637646,0.008116715,0.02700314,0.001102321],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002068881,0.000007618777,0.0007357948,0.9693186,0.01264125,0.00006309977,0.0003115423,0.00008605746,0.0001280087,0.0002959291,0.00127074,0.01493454],"study_design_scores_gemma":[0.0004172895,0.0001474917,0.002888295,0.8930502,0.09099988,0.0001979769,0.0002949735,0.0001294554,0.0003073019,0.0006827036,0.01082729,0.00005712109],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002875396,0.987921,0.001823433,0.001314263,0.0005968053,0.00298448,0.001869819,0.00004158935,0.0005731342],"genre_scores_gemma":[0.07262891,0.8857682,0.01330073,0.003373381,0.0005057258,0.02154045,0.002337477,0.00009980102,0.0004454148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.982797,"threshold_uncertainty_score":0.6963421,"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."}}