{"id":"W2004165405","doi":"10.1016/j.ijrobp.2010.03.026","title":"In Reply to Dr. Hyde","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Lung cancer; Confounding; Prostatectomy; Radiation therapy; Cancer; Population; Retrospective cohort study; Internal medicine; Oncology; Environmental health","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":[0.003203874,0.000844222,0.001354669,0.0008878955,0.00219106,0.002791841,0.002535488,0.02850489,0.008867934],"category_scores_gemma":[0.02780649,0.0009105838,0.0009921669,0.0009025679,0.002447992,0.004618378,0.001993044,0.04084299,0.007767894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965572,"about_ca_system_score_gemma":0.002475148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224022,"about_ca_topic_score_gemma":0.005212463,"domain_scores_codex":[0.9979342,0.0004973648,0.0003572107,0.0003466152,0.0006285676,0.0002359663],"domain_scores_gemma":[0.9900164,0.00520101,0.0007152434,0.0002915277,0.002445501,0.001330433],"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":[0.00003151428,0.00001078557,0.0002396215,0.00005912479,0.000008211259,0.0004614215,0.00005955102,0.00001886886,0.00005716451,0.0003879259,0.9958228,0.002842901],"study_design_scores_gemma":[0.00003915523,0.00004510833,0.001090979,0.0002181056,0.00002509771,0.0025462,0.0006132214,0.0001383063,0.0003258055,0.002030244,0.992861,0.0000667565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002107636,0.00273775,0.00009136589,0.927342,0.06866399,0.000008953426,0.00006168009,0.00003245288,0.0008510412],"genre_scores_gemma":[0.001662314,0.001771607,0.000193069,0.9548164,0.03628661,0.00002392834,0.00003906245,0.00002176725,0.005185292],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02850489,"threshold_uncertainty_score":0.02966624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942172823662813,"score_gpt":0.353952659590158,"score_spread":0.3345309313535298,"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."}}