{"id":"W3198215585","doi":"10.1002/cncr.33897","title":"Patient and public involvement in the design and conduct of a large, pragmatic observational trial to investigate recurrent, high‐risk non–muscle‐invasive bladder cancer","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Academic Health Science Network","funders":"Bladder Cancer Advocacy Network; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Observational study; Bladder cancer; Cancer; General surgery; Oncology; 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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4051215,0.001366907,0.001380283,0.001221462,0.002990549,0.00449579,0.002093703,0.004626006,0.005129931],"category_scores_gemma":[0.3237333,0.001237172,0.003481695,0.001163136,0.004144246,0.004558934,0.006105413,0.003980075,0.0007484162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004639282,"about_ca_system_score_gemma":0.02749885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009112592,"about_ca_topic_score_gemma":0.001994594,"domain_scores_codex":[0.3119027,0.6566128,0.01656675,0.004445623,0.006908366,0.003563866],"domain_scores_gemma":[0.7464666,0.1882936,0.02264098,0.02246377,0.01072578,0.00940911],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1510412,0.03100399,0.07366703,0.03354277,0.007221284,0.001397491,0.05436172,0.01232197,0.006823575,0.05022047,0.02113389,0.5572646],"study_design_scores_gemma":[0.2879485,0.2235129,0.07082126,0.03821498,0.009784872,0.001337433,0.02321174,0.02893037,0.01637087,0.1009742,0.1978581,0.00103481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2376844,0.00520929,0.1306292,0.02653832,0.002730357,0.5694396,0.000947674,0.0003927454,0.02642831],"genre_scores_gemma":[0.4075555,0.0006446252,0.119313,0.006615731,0.0004292637,0.4644699,0.0001759614,0.000038822,0.000757326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5948785,"threshold_uncertainty_score":0.7335911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3810669768667814,"score_gpt":0.4438510439404371,"score_spread":0.06278406707365569,"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."}}