{"id":"W2011175331","doi":"10.5489/cuaj.1003","title":"Laparoscopic partial nephrectomy for >4 cm renal masses","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Nephrectomy; Renal function; Surgery; Renal cell carcinoma; Pathological; Blood loss; Laparoscopy; Surgical margin; Resection margin; Kidney; Urology; Resection; Internal medicine","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":[0.0001904471,0.0003744481,0.0002822441,0.0005610882,0.0007108414,0.0003398254,0.0005004859,0.0003063628,0.004579421],"category_scores_gemma":[0.0006798799,0.0001167381,0.0002656821,0.000658587,0.0004592131,0.0002476682,0.000398823,0.0004574112,0.0007391865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800372,"about_ca_system_score_gemma":0.002525261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02534437,"about_ca_topic_score_gemma":0.0754761,"domain_scores_codex":[0.9998245,0.00001055938,0.00001025979,0.00002936539,0.00005968151,0.00006565768],"domain_scores_gemma":[0.9996641,0.00004368016,0.0001030497,0.00001917675,0.00002625028,0.0001438155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007288852,0.0003005563,0.7680948,0.0005400004,0.000198596,0.05865316,0.0005036666,0.001216277,0.02093177,0.0003411448,0.00540252,0.1430886],"study_design_scores_gemma":[0.00007792845,0.0006772372,0.6145924,0.0001379229,0.00007698913,0.3692915,0.0003215894,0.0008244107,0.003533646,0.0002813243,0.01015671,0.00002843905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856188,0.003078599,0.002665388,0.0004590847,0.00003737548,0.00009408211,0.0004150938,0.0001292908,0.007502269],"genre_scores_gemma":[0.9938365,0.001077301,0.002669393,0.0002452308,0.00008144197,0.00001820315,0.0004863386,0.00002040835,0.00156524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02534437,"threshold_uncertainty_score":0.0503937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961045327285154,"score_gpt":0.239494861470875,"score_spread":0.2198844081980235,"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."}}