{"id":"W2010554092","doi":"10.1016/j.urology.2004.04.028","title":"Laparoscopic versus open partial nephrectomy","year":2004,"lang":"en","type":"article","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; McMaster University; Western University","funders":"","keywords":"Medicine; Nephrectomy; Convalescence; Demographics; Blood loss; Narcotic; Cohort; Urology; Surgery; Internal medicine; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001961614,0.0003268702,0.001390707,0.0003674268,0.0002354717,0.0006710363,0.0003604093,0.0005073565,0.00709357],"category_scores_gemma":[0.004213783,0.0001845995,0.001576563,0.0003335925,0.000556328,0.00128453,0.0004638048,0.000881925,0.0004074457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004876244,"about_ca_system_score_gemma":0.0006251304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004787497,"about_ca_topic_score_gemma":0.001787296,"domain_scores_codex":[0.9991137,0.0004306991,0.00008531034,0.00009940858,0.0001176491,0.0001531791],"domain_scores_gemma":[0.9973227,0.001913256,0.0002595091,0.0001056334,0.00005260043,0.0003463064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5904368,0.002712518,0.0336572,0.002662967,0.003369865,0.0005023245,0.0003365376,0.00441793,0.006825806,0.002320718,0.002476975,0.3502805],"study_design_scores_gemma":[0.08551025,0.2907022,0.5287837,0.001876751,0.01582395,0.007732019,0.002358441,0.01116415,0.007057276,0.01732497,0.03131414,0.0003523236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761099,0.01226407,0.00144411,0.00102899,0.0007755187,0.00009348846,0.0003931175,0.00003990587,0.007850857],"genre_scores_gemma":[0.9945062,0.002489781,0.0006888607,0.0003613079,0.000670588,0.00005185924,0.0002081611,0.00001297997,0.001010323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00709357,"threshold_uncertainty_score":0.0237304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04651542451956354,"score_gpt":0.3175047066322983,"score_spread":0.2709892821127348,"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."}}