{"id":"W3151619115","doi":"10.1016/j.euo.2021.03.005","title":"Incidental Prostate Cancer (cT1a–cT1b) Is a Relevant Clinical and Research Entity and Should Be Fully Discussed in the International Prostate Cancer Guidelines","year":2021,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Prostate; Oncology; Medical physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004112072,0.0002061454,0.0004523365,0.0002089255,0.0002040303,0.00006821364,0.0002687766,0.0001594677,0.0003356322],"category_scores_gemma":[0.0009052583,0.0001300439,0.00007268752,0.000335906,0.001345677,0.0001053036,0.0006837524,0.001314031,0.00002076394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008774,"about_ca_system_score_gemma":0.0010548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006366826,"about_ca_topic_score_gemma":0.003143944,"domain_scores_codex":[0.9953713,0.002009118,0.0006951691,0.0007936264,0.0005224035,0.0006083534],"domain_scores_gemma":[0.9981907,0.0005226124,0.0001187457,0.0003332817,0.00063787,0.0001968009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003348087,0.0005902303,0.8758079,0.00006796259,0.0002799478,0.006063924,0.006692898,0.000003272559,0.001906249,0.0001476237,0.05914441,0.04594752],"study_design_scores_gemma":[0.007526088,0.001492882,0.5451177,0.00006357503,0.00009919855,0.0005418675,0.001429841,0.0002117171,0.0002105678,0.0003157269,0.4428361,0.0001546605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7347221,0.006419099,0.000001065831,0.2549922,0.0004327972,0.0006443565,0.000087689,0.00001936881,0.002681333],"genre_scores_gemma":[0.9234039,0.0473709,0.0001686855,0.01994312,0.0007052882,0.0002322303,0.00009406652,0.00004821213,0.008033623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836917,"threshold_uncertainty_score":0.5708885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226277596230013,"score_gpt":0.5128784833823907,"score_spread":0.2902507237593894,"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."}}