{"id":"W1967854238","doi":"10.1089/end.2010.0623","title":"A Prospective Randomized Comparison of Traditional Laparoendoscopic Single-Site Surgery with Needlescopic-Assisted Laparoscopic Nephrectomy in the Porcine Model","year":2011,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Laparoscopy; Urology; Randomized controlled trial; Endoscopic surgery; Laparoscopic surgery; Surgery; Endoscopy; Kidney; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002822071,0.0008278093,0.001849636,0.0004550627,0.0003088945,0.0007944801,0.0009708775,0.001439296,0.0048018],"category_scores_gemma":[0.002376753,0.0005580471,0.001027611,0.0003887915,0.001202351,0.0009167333,0.0004516106,0.001297288,0.0005004558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387723,"about_ca_system_score_gemma":0.001117762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003247815,"about_ca_topic_score_gemma":0.0004943289,"domain_scores_codex":[0.9982546,0.0008890691,0.0001566385,0.0003380312,0.0001982574,0.0001633822],"domain_scores_gemma":[0.996825,0.0009163195,0.0008992165,0.0003587223,0.0002430278,0.0007578213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9478766,0.03632276,0.002614203,0.0002932454,0.0003571382,0.00003349936,0.00003529065,0.000134919,0.005874357,0.00009051258,0.0001171382,0.006250477],"study_design_scores_gemma":[0.2742066,0.7151222,0.007429621,0.00003640148,0.000522555,0.00005185118,0.00007938904,0.0006185652,0.001365434,0.00009161601,0.0004466658,0.00002916957],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970392,0.0003883989,0.0004114461,0.00006086773,0.0001729468,0.001459569,0.000137551,0.000009341877,0.0003206493],"genre_scores_gemma":[0.9911574,0.0005994678,0.00238582,0.0003105762,0.0003120351,0.004018379,0.0003627304,0.000007691492,0.0008458427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0048018,"threshold_uncertainty_score":0.01606363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301713365678468,"score_gpt":0.3009024167071525,"score_spread":0.1707310801393057,"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."}}