{"id":"W3108117757","doi":"10.5489/cuaj.6887","title":"Assembling a network to promote translational bladder cancer research in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; University of Calgary; Prevention of Organ Failure; University of British Columbia; Queen's University","funders":"","keywords":"Translational research; Bladder cancer; Translational science; Medicine; Engineering ethics; Political science; Cancer; Engineering; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03924055,0.000778856,0.0006678721,0.004993302,0.02540624,0.009651826,0.00351732,0.003579565,0.0148444],"category_scores_gemma":[0.02968548,0.0008119158,0.00103377,0.004258109,0.004772033,0.003275513,0.01890361,0.006140993,0.002626374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1139909,"about_ca_system_score_gemma":0.6109385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8842549,"about_ca_topic_score_gemma":0.9503412,"domain_scores_codex":[0.9722982,0.008456632,0.0007661824,0.001747085,0.007741212,0.008990696],"domain_scores_gemma":[0.8358459,0.006328856,0.003030633,0.002068368,0.04029889,0.1124273],"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":[0.0005686919,0.000404265,0.03662101,0.001563622,0.000151874,0.002390546,0.01675541,0.002100624,0.005660835,0.03197368,0.7066169,0.1951925],"study_design_scores_gemma":[0.0001217928,0.0001625463,0.01707184,0.0009509654,0.0000586803,0.0002223735,0.01571581,0.001041899,0.0007231997,0.004945731,0.9588388,0.0001463513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05547372,0.01628301,0.02991562,0.7397601,0.01531873,0.008752212,0.00567544,0.001710295,0.1271109],"genre_scores_gemma":[0.5284299,0.01890939,0.1457898,0.1358939,0.003619701,0.007266884,0.008247371,0.0008310355,0.151012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.886009,"threshold_uncertainty_score":0.8270661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06790557595122083,"score_gpt":0.3239534853313055,"score_spread":0.2560479093800847,"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."}}