{"id":"W2267025725","doi":"10.5489/cuaj.61","title":"Collaborations in renal cell carcinoma research","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Renal cell carcinoma; Medicine; Temsirolimus; Sunitinib; Sorafenib; Disease; Malignancy; Internal medicine; Biology","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":[0.008884056,0.00141061,0.001792844,0.003419726,0.004624162,0.01053253,0.002494139,0.008416992,0.1204351],"category_scores_gemma":[0.04312353,0.0007463582,0.001658923,0.002624032,0.001520407,0.00603486,0.006189636,0.009774474,0.04190814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005873463,"about_ca_system_score_gemma":0.01704361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008636115,"about_ca_topic_score_gemma":0.03359042,"domain_scores_codex":[0.9921833,0.001418365,0.0006308935,0.0007828522,0.003894079,0.001090573],"domain_scores_gemma":[0.9239119,0.01110229,0.002786655,0.001576648,0.02792093,0.03270155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001490648,0.000006816392,0.00003562917,0.0001075861,0.000003021942,0.00002523698,0.00003307072,0.00000447186,0.00003464959,0.0002644481,0.9892757,0.0101945],"study_design_scores_gemma":[0.000009887799,0.00001050592,0.0001497957,0.0001478701,0.000004401863,0.00006021033,0.00008038942,0.000004905095,0.0000176178,0.0002536231,0.9992546,0.000005997516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0002469538,0.03872117,0.0003895349,0.2107656,0.7319027,0.0001389049,0.0006517307,0.0002393631,0.01694404],"genre_scores_gemma":[0.003101354,0.06128313,0.00210796,0.1554817,0.6650653,0.0002922408,0.001651114,0.0005967405,0.1104205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1204351,"threshold_uncertainty_score":0.4028954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083261336594076,"score_gpt":0.2958849462944468,"score_spread":0.2350523329285061,"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."}}