{"id":"W2103050550","doi":"10.5489/cuaj.2750","title":"Initial Canadian experience with robotic simple prostatectomy: Case series and literature review","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Prostatectomy; Blood loss; Open Prostatectomy; Blood transfusion; Surgery; Complication; Urology; Retrospective cohort study; Prostate; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007579868,0.00104073,0.0006574096,0.007577743,0.001806755,0.001710152,0.001765397,0.001174028,0.003889225],"category_scores_gemma":[0.004105429,0.0004842322,0.0006148296,0.01462036,0.00157949,0.0009772396,0.0009958659,0.000687437,0.001104133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004850001,"about_ca_system_score_gemma":0.007145952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1003242,"about_ca_topic_score_gemma":0.1972376,"domain_scores_codex":[0.998669,0.00009900168,0.0003221772,0.0001606836,0.000546135,0.0002030191],"domain_scores_gemma":[0.9964089,0.0006270663,0.001674233,0.0001279243,0.0007821748,0.0003796792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002369768,0.0001954624,0.2659647,0.01185273,0.0004787697,0.4257676,0.003981925,0.0006434093,0.002645745,0.0009939364,0.02402007,0.2632186],"study_design_scores_gemma":[0.0000324822,0.00009309673,0.146643,0.004407743,0.0004856967,0.7923633,0.003652771,0.0002737236,0.0007458311,0.0002457973,0.05096187,0.00009457136],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3678842,0.5846624,0.001824301,0.004004477,0.0006862969,0.0003330446,0.002013191,0.0002793423,0.03831276],"genre_scores_gemma":[0.6947043,0.2967518,0.002264346,0.001742288,0.0009041832,0.00007346725,0.001433648,0.00006079037,0.00206507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8996758,"threshold_uncertainty_score":0.1994806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184430905843202,"score_gpt":0.2730061817059561,"score_spread":0.2511618726475241,"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."}}