{"id":"W2769992443","doi":"10.1016/j.urology.2016.07.006","title":"Reply by the Authors","year":2016,"lang":"en","type":"letter","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Scopus; Prostate cancer; Grading (engineering); Urology; MEDLINE; Library science; Internal medicine; Cancer; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004283762,0.00112388,0.002288428,0.00102477,0.007347708,0.007274404,0.002943028,0.101862,0.01105766],"category_scores_gemma":[0.0345777,0.001522762,0.001868755,0.0008823827,0.003562416,0.004826828,0.003529178,0.07245723,0.009640629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004942019,"about_ca_system_score_gemma":0.009651694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009683765,"about_ca_topic_score_gemma":0.01632959,"domain_scores_codex":[0.994593,0.001249068,0.0005813427,0.0008570864,0.001374167,0.001345349],"domain_scores_gemma":[0.9911451,0.003451252,0.0009721009,0.000315937,0.001854687,0.002261067],"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":[0.00003656263,0.0000170759,0.000575189,0.00005088713,0.00002099609,0.00160209,0.0002367933,0.00004416532,0.0000901778,0.00139692,0.9932046,0.002724514],"study_design_scores_gemma":[0.00008958205,0.00005833197,0.00166639,0.0005964444,0.00006080056,0.002165696,0.001280313,0.0002966639,0.0002262924,0.005919149,0.987512,0.0001283341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002595267,0.001279045,0.00004687244,0.9705864,0.02561641,0.00001226856,0.00004044531,0.00001629703,0.002142716],"genre_scores_gemma":[0.001371564,0.0005787284,0.00004581759,0.9780864,0.01351972,0.00002359815,0.00001561076,0.00001284226,0.006345741],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.101862,"threshold_uncertainty_score":0.0369916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575478779994581,"score_gpt":0.2670996501457983,"score_spread":0.2513448623458525,"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."}}