{"id":"W2800063338","doi":"10.1111/bju.14369","title":"Postoperative complications of contemporary open and robot‐assisted laparoscopic radical prostatectomy using standardised reporting systems","year":2018,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Complication; Logistic regression; Medicine; Prostatectomy; Incidence (geometry); Laparoscopic radical prostatectomy; Surgery; General surgery; Internal medicine; Cancer; Prostate cancer; Mathematics","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":[0.008008455,0.0002320302,0.0003212019,0.001769316,0.0002000915,0.0009774524,0.0004850883,0.0002854956,0.000599371],"category_scores_gemma":[0.0410502,0.0002199492,0.0005986054,0.003309979,0.000525875,0.001012227,0.0009577962,0.0003293178,0.0000917688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001622,"about_ca_system_score_gemma":0.0009933785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0035035,"about_ca_topic_score_gemma":0.002902101,"domain_scores_codex":[0.9905441,0.002983112,0.002982133,0.00094968,0.002140492,0.0004005128],"domain_scores_gemma":[0.9352642,0.01197586,0.04491638,0.002193007,0.004939859,0.0007106877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001313197,0.00001228049,0.9918513,0.00007429026,0.00008780511,0.00003135108,0.0001569987,0.0001267198,0.00007386024,0.0000344,0.0001538094,0.007265838],"study_design_scores_gemma":[0.000005811835,0.0001448664,0.9985947,0.00004297774,0.00003969173,0.0001932895,0.0002326463,0.0003183952,0.000123647,0.00002405495,0.0002706334,0.000009353908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995924,0.001535226,0.001014669,0.0000906498,0.0000185013,0.00004482341,0.0009856708,0.00001547856,0.0003709075],"genre_scores_gemma":[0.9980617,0.0003005429,0.0005526139,0.0000265112,0.00001319061,0.00002774537,0.0009705271,0.000004055056,0.00004308046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008008455,"threshold_uncertainty_score":0.04235321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07203251651365242,"score_gpt":0.3588459533785791,"score_spread":0.2868134368649267,"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."}}