{"id":"W2975084321","doi":"10.1136/bmjopen-2019-029468","title":"Graham Roberts Study protocol: first ‘trials within cohort study’ for bladder cancer","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Bladder cancer; Informed consent; Cohort; Clinical trial; Family medicine; Protocol (science); Cohort study; Prospective cohort study; Research ethics; Quality of life (healthcare); Cancer; Alternative medicine; Gerontology; Nursing; Pathology; Psychiatry; 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":[0.1053398,0.003161858,0.005320594,0.002724538,0.002251849,0.005303625,0.003411822,0.008724452,0.1034933],"category_scores_gemma":[0.1530906,0.002776138,0.002905856,0.003384821,0.002888379,0.004383456,0.002521685,0.008125877,0.03500889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003613017,"about_ca_system_score_gemma":0.01633635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117476,"about_ca_topic_score_gemma":0.002416332,"domain_scores_codex":[0.9301317,0.05323971,0.008127151,0.003274139,0.003873588,0.001353552],"domain_scores_gemma":[0.9099157,0.03773042,0.0124476,0.02081871,0.01465913,0.004428404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1035557,0.001395365,0.002237836,0.08313016,0.001894056,0.0005863544,0.00171645,0.001466915,0.002641473,0.02929163,0.6897658,0.08231833],"study_design_scores_gemma":[0.1199222,0.005561391,0.01216453,0.03945823,0.0008489171,0.0004977944,0.0003769228,0.001855343,0.001026764,0.01625288,0.8017349,0.0003001112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009794489,0.001439826,0.007615805,0.002415915,0.003822367,0.9659949,0.01244579,0.0003929891,0.00489304],"genre_scores_gemma":[0.00161109,0.0003493121,0.006085911,0.001211941,0.0003660572,0.9865356,0.001934231,0.00005472651,0.001851147],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1053398,"threshold_uncertainty_score":0.5570968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155452134416616,"score_gpt":0.5006435764995482,"score_spread":0.3451914420829322,"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."}}