{"id":"W2792663325","doi":"10.1016/j.eururo.2018.03.001","title":"Active Surveillance for Stage I Testicular Cancer: A Four-decade–old Experiment Proven Correct","year":2018,"lang":"en","type":"letter","venue":"European Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Testicular cancer; Stage (stratigraphy); Gynecology; Cancer; 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":[0.0131732,0.0003184043,0.0007888408,0.000172486,0.001990608,0.001835618,0.0008353362,0.009557562,0.004916185],"category_scores_gemma":[0.03214357,0.0001856568,0.0007837591,0.0002233148,0.00179575,0.002270806,0.0009331177,0.007538524,0.001175888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265475,"about_ca_system_score_gemma":0.002625113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003454471,"about_ca_topic_score_gemma":0.004657804,"domain_scores_codex":[0.9948282,0.003609716,0.0002344288,0.0003825918,0.0005190243,0.0004259772],"domain_scores_gemma":[0.9728967,0.02133082,0.0007542202,0.00106347,0.001859905,0.002094936],"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":[0.03464261,0.008615809,0.04680632,0.0007226626,0.000972638,0.007589255,0.002055562,0.0006536886,0.008641751,0.03697028,0.465962,0.3863673],"study_design_scores_gemma":[0.01037593,0.02906564,0.03580945,0.001250387,0.001447372,0.005846188,0.003752341,0.001644917,0.01188839,0.03652027,0.862051,0.000348169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04807592,0.008662485,0.001199648,0.9113173,0.01894902,0.00009873309,0.0003283198,0.00006014931,0.01130847],"genre_scores_gemma":[0.4082557,0.01150171,0.00400182,0.534676,0.02234584,0.0001909679,0.0004320308,0.00007197157,0.01852397],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0131732,"threshold_uncertainty_score":0.06966734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417891286108005,"score_gpt":0.3015697377736466,"score_spread":0.2673908249125665,"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."}}