{"id":"W2139015860","doi":"10.5489/cuaj.12056","title":"Partial Nephrectomy for T1b Renal Cell Carcinoma: A Safe and","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Nephrectomy; Renal cell carcinoma; Medicine; Urology; Carcinoma; General surgery; Oncology; Kidney; Internal 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":[0.001145038,0.0004052229,0.0004885661,0.0005960757,0.0005753003,0.0009292495,0.0005326445,0.0004241552,0.001684698],"category_scores_gemma":[0.001973132,0.000167153,0.0007075254,0.000814445,0.0008817595,0.001155851,0.001072773,0.0007415575,0.000443627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462105,"about_ca_system_score_gemma":0.001061802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009225238,"about_ca_topic_score_gemma":0.003081298,"domain_scores_codex":[0.999405,0.0001550915,0.00005301324,0.00009874044,0.0002545492,0.00003356378],"domain_scores_gemma":[0.9992498,0.0002107361,0.0002088664,0.0001423294,0.00006274422,0.0001254995],"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":[0.0009583946,0.0002621115,0.1600601,0.001594944,0.000544599,0.003702703,0.0002256284,0.0009057177,0.00494955,0.003562098,0.008789618,0.8144444],"study_design_scores_gemma":[0.0004069203,0.004311542,0.7273176,0.001821935,0.0008166956,0.1046631,0.0009624324,0.002727542,0.008562011,0.01327833,0.1349891,0.0001428134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5407825,0.357078,0.06003195,0.01253165,0.001197296,0.0002439872,0.001644192,0.0007347103,0.02575576],"genre_scores_gemma":[0.8762321,0.09615111,0.016327,0.004172846,0.002243798,0.0000930459,0.001851394,0.0001123646,0.002816284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001684698,"threshold_uncertainty_score":0.006055593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198359168715882,"score_gpt":0.2291630284722346,"score_spread":0.2093271116006464,"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."}}