{"id":"W4234511599","doi":"10.5858/2006-130-1752c-ir","title":"In Reply","year":2006,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Prostatectomy; Medicine; Prostate cancer; Stage (stratigraphy); Urology; Incidence (geometry); Prostate-specific antigen; Disease; General surgery; Cancer; Watchful waiting; Prostate; Gynecology; Internal medicine","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":[0.003837601,0.001092341,0.001133366,0.0009795383,0.002712797,0.004583647,0.002769847,0.02304835,0.04916131],"category_scores_gemma":[0.0380706,0.0007485674,0.001153779,0.0005949739,0.002384421,0.004839019,0.002980541,0.02876951,0.03934426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496995,"about_ca_system_score_gemma":0.003798726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874485,"about_ca_topic_score_gemma":0.002938743,"domain_scores_codex":[0.9967051,0.0007383327,0.000386243,0.0006019556,0.001061041,0.0005073218],"domain_scores_gemma":[0.9881949,0.003550883,0.0008239273,0.0004847674,0.005183719,0.00176179],"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":[0.00001802369,0.000006443287,0.000173873,0.00003084816,0.000003824941,0.0001131039,0.00003029172,0.000007559565,0.0000315869,0.0003629,0.9960911,0.003130447],"study_design_scores_gemma":[0.00002247496,0.00001851084,0.0004277274,0.0001238869,0.000008895178,0.000491283,0.0002300224,0.00004782314,0.0001111441,0.0008803411,0.997611,0.00002692017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002567607,0.002163292,0.0001730153,0.8375677,0.1548695,0.00003876663,0.0002443842,0.0001673893,0.004519153],"genre_scores_gemma":[0.001604208,0.001269785,0.0002194777,0.9386047,0.04085676,0.00007578952,0.0001123398,0.00005830652,0.01719861],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04916131,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00936218888503779,"score_gpt":0.2768015699530302,"score_spread":0.2674393810679924,"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."}}