{"id":"W2075265368","doi":"10.1016/j.eururo.2011.05.037","title":"Additional Evidence for Improved Functional Outcomes Following Robot-Assisted Radical Prostatectomy","year":2011,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Prostatectomy; Urology; General surgery; Prostate cancer; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002583612,0.0005234561,0.0008230055,0.0001981976,0.0001604101,0.00003278313,0.0001998183,0.0003652307,0.01097936],"category_scores_gemma":[0.0008088743,0.0004173943,0.0007541882,0.0000973559,0.000191381,0.00009085394,0.0001094928,0.001109753,0.0004665579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216445,"about_ca_system_score_gemma":0.000366868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000072324,"about_ca_topic_score_gemma":0.000002515696,"domain_scores_codex":[0.9972207,0.0002849132,0.0005727658,0.0009748839,0.0002775184,0.0006692026],"domain_scores_gemma":[0.9971224,0.001725107,0.0003037456,0.0005231014,0.0001612613,0.0001643985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004217424,0.0001576097,0.001391545,0.0001215721,0.0009864182,0.001748412,0.00001860606,5.208922e-7,0.00003824297,0.00001504219,0.9900915,0.005008807],"study_design_scores_gemma":[0.003039777,0.001336602,0.1328229,0.0001973049,0.0008485291,0.0001684568,0.000001265873,0.000009850963,0.00001193656,0.00008789607,0.8611635,0.0003119486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006050518,0.002266023,0.001674701,0.9621592,0.004419722,0.00510654,0.01528447,0.0005717357,0.007912537],"genre_scores_gemma":[0.00463686,0.00008422536,0.004266693,0.924407,0.004776082,0.002224753,0.04849889,0.000319481,0.01078601],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1314314,"threshold_uncertainty_score":0.9998278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08181543910509723,"score_gpt":0.2964721356248631,"score_spread":0.2146566965197658,"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."}}