{"id":"W2111150057","doi":"10.5489/cuaj.1543","title":"Patient-reported satisfaction and cosmesis outcomes following laparoscopic adrenalectomy: laparoendoscopic single-site adrenalectomy vs. conventional laparoscopic adrenalectomy","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmesis; Medicine; Adrenalectomy; Patient satisfaction; Body mass index; Visual analogue scale; Surgery; Convalescence; Laparoscopy; Abdominal surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009218705,0.0005111376,0.001214516,0.0006472037,0.0006052487,0.0002695672,0.0001432747,0.0005494768,0.001191005],"category_scores_gemma":[0.003678767,0.0004455448,0.0005011049,0.0005447165,0.0001233344,0.0003269488,0.00005544254,0.001189677,0.00007164582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466717,"about_ca_system_score_gemma":0.000618616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034179,"about_ca_topic_score_gemma":0.001891872,"domain_scores_codex":[0.9953369,0.0006476571,0.001197304,0.000672877,0.001026119,0.001119149],"domain_scores_gemma":[0.9960068,0.0007912558,0.0008987367,0.00029801,0.0005411392,0.001464091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000932194,0.0000984814,0.9912474,0.00002595441,0.0005022441,0.0002961995,0.00005727731,0.000002865966,0.002023009,0.0001388683,0.003631401,0.001883068],"study_design_scores_gemma":[0.004726774,0.001331047,0.9767746,0.0001733144,0.0004618122,0.0004562676,0.00002281731,0.00006124935,0.001490284,0.0008739219,0.01320695,0.0004210125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900732,0.0003655645,0.000199449,0.006439778,0.0006095502,0.0006316985,0.00004209906,0.0002090922,0.001429565],"genre_scores_gemma":[0.992184,0.0000618793,0.001356327,0.005408421,0.0002862425,0.00006710969,0.0001024267,0.00005058094,0.0004830271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447286,"threshold_uncertainty_score":0.9997996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393189317728387,"score_gpt":0.2417467489896214,"score_spread":0.2278148558123375,"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."}}