{"id":"W2743914984","doi":"10.5489/cuaj.4841","title":"New research in bladder cancer, ASCO 2017","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Oncology; Medicine; Internal medicine; Urology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003332349,0.0006632481,0.0008375803,0.004557098,0.001970504,0.004096156,0.001118791,0.002968925,0.09809099],"category_scores_gemma":[0.00938384,0.0004411642,0.0007224032,0.003709041,0.001259858,0.002322387,0.001652749,0.00254674,0.02423178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005058191,"about_ca_system_score_gemma":0.01896606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03642832,"about_ca_topic_score_gemma":0.102417,"domain_scores_codex":[0.9983388,0.0001888615,0.0001566392,0.0001213752,0.0009159536,0.0002783573],"domain_scores_gemma":[0.9906791,0.00111495,0.0005209263,0.0002992692,0.004735046,0.002650745],"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":[0.0001668737,0.00004207939,0.0006242072,0.001685049,0.00002258269,0.0001025675,0.0000236821,0.00003665773,0.0004461963,0.001183455,0.8355649,0.1601016],"study_design_scores_gemma":[0.00004624248,0.00004434454,0.00191242,0.001699687,0.00003335737,0.0001932526,0.00005405608,0.00003278802,0.0001798372,0.0006832661,0.9951126,0.000008123834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001788447,0.5077492,0.0004232778,0.1370872,0.1295397,0.000177937,0.002879409,0.0002573848,0.2200974],"genre_scores_gemma":[0.01832238,0.6315786,0.001443212,0.04121363,0.08229012,0.0001614297,0.005088008,0.0002771815,0.2196255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09809099,"threshold_uncertainty_score":0.3281471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09457065522490647,"score_gpt":0.3842271562613953,"score_spread":0.2896565010364888,"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."}}