{"id":"W2531368987","doi":"10.5489/cuaj.4168","title":"When you meet your urologist: An open letter to our patients","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Urology; General surgery; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003270776,0.00112467,0.001405388,0.001404128,0.01665194,0.006800941,0.002221016,0.04278625,0.02492522],"category_scores_gemma":[0.05596202,0.0008622758,0.001389807,0.001180022,0.00454049,0.00562865,0.004482287,0.03268319,0.005953636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007776289,"about_ca_system_score_gemma":0.01382721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546288,"about_ca_topic_score_gemma":0.04082474,"domain_scores_codex":[0.9937235,0.001333369,0.0008658552,0.0004367582,0.001593113,0.002047565],"domain_scores_gemma":[0.9631075,0.007542413,0.003451124,0.0006314962,0.008469563,0.01679802],"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":[0.00003654648,0.00007402692,0.002585589,0.00007233305,0.00001978439,0.01376356,0.001223508,0.00003073838,0.0001088794,0.0006638037,0.9762362,0.005185114],"study_design_scores_gemma":[0.00009638398,0.0001649885,0.007762932,0.001187649,0.00008316952,0.04193335,0.03059487,0.0002593829,0.0002221764,0.003968646,0.9135154,0.0002110571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002208819,0.001403637,0.00008156322,0.9497157,0.04178937,0.00003440927,0.00004143219,0.00003359834,0.004691411],"genre_scores_gemma":[0.02306071,0.002739569,0.0004498437,0.8920861,0.05960917,0.00007459033,0.00005026159,0.0000818034,0.02184787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04278625,"threshold_uncertainty_score":0.08338308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282622614262546,"score_gpt":0.3828229912674076,"score_spread":0.3099967651247821,"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."}}