{"id":"W1866436638","doi":"10.5489/cuaj.1157","title":"In favour of bladder preservation using combined modality treatment","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Modality (human–computer interaction); Treatment modality; Medicine; Urology; Psychology; Computer science; Surgery; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003924021,0.0004579677,0.001466111,0.0008935478,0.001366824,0.00252839,0.001308947,0.002736445,0.05707477],"category_scores_gemma":[0.01337923,0.0001817296,0.001494487,0.001125882,0.001438772,0.002662787,0.001304684,0.004822434,0.004252745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106191,"about_ca_system_score_gemma":0.002534302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670726,"about_ca_topic_score_gemma":0.005779833,"domain_scores_codex":[0.997488,0.0007264582,0.0002867174,0.0003678422,0.0007008917,0.0004301718],"domain_scores_gemma":[0.9895217,0.006642,0.0008291213,0.0005898892,0.0007624286,0.001654884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05995195,0.0007129071,0.08804885,0.007357781,0.003271165,0.006536132,0.0007277753,0.001800154,0.008290805,0.02394255,0.05526838,0.7440915],"study_design_scores_gemma":[0.006539627,0.01148726,0.2034701,0.01195147,0.009433022,0.03160255,0.005600242,0.006036348,0.008413352,0.08578602,0.619322,0.0003580581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4361194,0.121,0.008258534,0.1906535,0.0333842,0.0005014168,0.003371731,0.000339763,0.2063714],"genre_scores_gemma":[0.8976812,0.02122311,0.003601659,0.03873649,0.02041623,0.0001464685,0.0009821719,0.0001519973,0.01706055],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05707477,"threshold_uncertainty_score":0.1909341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258409730009011,"score_gpt":0.2737602944697595,"score_spread":0.2411761971696694,"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."}}