{"id":"W2990406697","doi":"","title":"Oncological and functional outcomes of a large Canadian robotic-assisted radical prostatectomy database with 10 years of surgical experience.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Interquartile range; Prostate cancer; Surgical margin; Blood transfusion; Biochemical recurrence; Urinary continence; Prospective cohort study; Urology; Stage (stratigraphy); Surgery; Database; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009001881,0.0005183294,0.0003963872,0.00207173,0.00200874,0.001230815,0.001243206,0.0005355654,0.002590622],"category_scores_gemma":[0.002299756,0.0004057476,0.0006252966,0.005238384,0.0006618274,0.0005853064,0.001476499,0.0006967358,0.0006090146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275928,"about_ca_system_score_gemma":0.01372732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.896876,"about_ca_topic_score_gemma":0.9215772,"domain_scores_codex":[0.9989453,0.0000574443,0.00006945957,0.0002134162,0.0004157826,0.0002985569],"domain_scores_gemma":[0.9969671,0.0001566557,0.0008959534,0.000192728,0.001001978,0.0007854536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132591,0.00007800641,0.9943092,0.00004067821,0.00007938489,0.0001114726,0.0003942019,0.00008531291,0.0001326319,0.00003129591,0.001810146,0.002814286],"study_design_scores_gemma":[0.00001300212,0.0000497659,0.9979525,0.00001760112,0.00003003471,0.0001826595,0.0005758249,0.0001653151,0.00004605289,0.000008644677,0.0009450676,0.00001357133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870285,0.0002852076,0.00007204634,0.0001474319,0.000007284608,0.00006138753,0.01140554,0.00001249945,0.0009801587],"genre_scores_gemma":[0.9885097,0.0002297229,0.0001734577,0.0001122665,0.00001206951,0.00002965028,0.01045958,0.000006912722,0.0004667136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103124,"threshold_uncertainty_score":0.2074625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268854743897662,"score_gpt":0.2622038888103649,"score_spread":0.2353184144205987,"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."}}