{"id":"W2339035757","doi":"10.5489/cuaj.3772","title":"Mitigating pelvic recurrence and improving overall survival","year":2016,"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":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","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":[0.0005168873,0.0001952596,0.0004448038,0.000379549,0.000331302,0.0004486999,0.0003128877,0.0003060884,0.006316346],"category_scores_gemma":[0.002066967,0.00006624416,0.0005674849,0.0003542144,0.0001460481,0.0002965814,0.0003298592,0.0008438089,0.0003187936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254726,"about_ca_system_score_gemma":0.001701227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006247271,"about_ca_topic_score_gemma":0.02577722,"domain_scores_codex":[0.9997403,0.00007610091,0.00001897773,0.00002562459,0.00006684514,0.00007216036],"domain_scores_gemma":[0.9994985,0.0001156653,0.0001535377,0.00002255105,0.00008840668,0.0001212377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001903773,0.002090535,0.0845939,0.001731475,0.0006399321,0.0002796651,0.0003517763,0.002813358,0.005358666,0.002550941,0.02592331,0.8717627],"study_design_scores_gemma":[0.001666484,0.01475539,0.7567779,0.002192757,0.005614303,0.002181972,0.001977395,0.006123747,0.008084665,0.009633405,0.1908872,0.0001048307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788638,0.1356388,0.004427884,0.03182077,0.001860657,0.0002749042,0.001288943,0.0003048344,0.04551933],"genre_scores_gemma":[0.9691682,0.01888639,0.002662997,0.002229624,0.000751844,0.00005955124,0.0005786237,0.00002335521,0.005639269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006316346,"threshold_uncertainty_score":0.02113026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539092923807871,"score_gpt":0.2414903821630027,"score_spread":0.2260994529249239,"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."}}