{"id":"W4231928375","doi":"10.1016/j.urology.2015.07.043","title":"Editorial Comment","year":2015,"lang":"es","type":"editorial","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Overdiagnosis; Prostatectomy; Adverse effect; Watchful waiting; Conservative management; Disease; General surgery; Gynecology; Urology; Prostate cancer; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01294864,0.002562707,0.003893404,0.003406283,0.005254196,0.01061036,0.004601358,0.04647193,0.03924961],"category_scores_gemma":[0.08997025,0.001401195,0.004414254,0.001669822,0.003605381,0.004216783,0.003635166,0.02933882,0.02464212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006652982,"about_ca_system_score_gemma":0.008667038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004045764,"about_ca_topic_score_gemma":0.008591532,"domain_scores_codex":[0.9864213,0.002559183,0.001632183,0.001735069,0.006032472,0.001619773],"domain_scores_gemma":[0.9611172,0.01217159,0.004678186,0.001251716,0.01553359,0.005247656],"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":[0.00001479265,0.000004165587,0.00002638269,0.00005267988,0.00001029446,0.000114308,0.00001410752,0.000007739724,0.00001214513,0.0001482501,0.9984101,0.001184849],"study_design_scores_gemma":[0.0001411613,0.0000250307,0.0003481736,0.0006371606,0.00008229785,0.0002839689,0.00009502672,0.0001157013,0.0001108639,0.001085524,0.9970406,0.00003441784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006370121,0.001830233,0.00007231735,0.2631378,0.7315175,0.00003113717,0.00009060928,0.00005926512,0.003197546],"genre_scores_gemma":[0.0008970362,0.001480159,0.000109293,0.2973474,0.6834806,0.00006395813,0.00006595623,0.00005670976,0.01649882],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04647193,"threshold_uncertainty_score":0.1313031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474327551333383,"score_gpt":0.29871064708567,"score_spread":0.2839673715723362,"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."}}