{"id":"W2560522321","doi":"10.1200/jco.2011.29.7_suppl.116","title":"Robotic-assisted radical prostatectomy in a system of universal health care with limited access to high-tech resources.","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Prostatectomy; Urology; Grading (engineering); Prostate cancer; Surgical margin; Pathological; Stage (stratigraphy); Surgery; Internal medicine; Cancer; Resection","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":[0.0008226936,0.0001706909,0.0001646998,0.0005057149,0.0007287515,0.0009367151,0.000544869,0.0003150378,0.004010952],"category_scores_gemma":[0.002937431,0.0001918263,0.0002676642,0.0008189951,0.0006378198,0.0008726639,0.001226798,0.0003549767,0.000275763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159596,"about_ca_system_score_gemma":0.004742467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07804732,"about_ca_topic_score_gemma":0.1828612,"domain_scores_codex":[0.9991313,0.0002267118,0.00006107834,0.0001218404,0.0001807296,0.0002784054],"domain_scores_gemma":[0.9983187,0.0002221651,0.000644375,0.00007141073,0.0001682369,0.0005750725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009663605,0.00006886595,0.9618086,0.0001869002,0.00007420572,0.001163944,0.000319033,0.0002088541,0.0003107999,0.0006005903,0.003067095,0.03209448],"study_design_scores_gemma":[0.00002053025,0.0002450369,0.9905638,0.0001340527,0.00004252688,0.002757777,0.001027346,0.0006010656,0.0000973477,0.0001686021,0.004331219,0.00001079428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898766,0.002949871,0.0005878395,0.002111747,0.00006044395,0.00006712705,0.0008533903,0.00002925341,0.00346376],"genre_scores_gemma":[0.9968838,0.0007303337,0.0007406719,0.0004841538,0.0000485871,0.00002789697,0.000433443,0.00000363148,0.0006474182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07804732,"threshold_uncertainty_score":0.1551861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266555560407351,"score_gpt":0.4265379915324579,"score_spread":0.2998824354917228,"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."}}