{"id":"W4240279815","doi":"10.1111/j.1442-2042.2010.02639.x","title":"IJU this issue","year":2010,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Prostate cancer; Semen; Prostate-specific antigen; Clinical Practice; Male infertility; Infertility; Cancer; Oncology; Internal medicine; Family medicine; Pregnancy; Andrology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001078615,0.00005115682,0.0001288287,0.0001086986,0.000009978206,0.000008750527,0.0001171954,0.00004995969,0.002686277],"category_scores_gemma":[0.0001007192,0.00003708985,0.0000823541,0.00002259074,0.00004299004,0.00005186923,0.0000197778,0.0002457375,0.0000988168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003315611,"about_ca_system_score_gemma":0.00009041232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000011635,"about_ca_topic_score_gemma":0.00000787669,"domain_scores_codex":[0.9994532,0.00001000497,0.0002063746,0.00005972075,0.000195313,0.00007541329],"domain_scores_gemma":[0.9992827,0.00005586459,0.0001432993,0.00006580631,0.0003772909,0.00007504059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002920519,0.002049919,0.4208011,0.00001545767,0.002664387,0.007387243,0.0009017884,0.00002941654,0.06625447,0.01041575,0.1647828,0.3217772],"study_design_scores_gemma":[0.002288762,0.001068978,0.05744396,0.00001195648,0.00009161818,0.004260227,0.00001016451,0.00002794544,0.00682769,0.001082078,0.9268407,0.00004598439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118667,0.0006051601,0.00009748434,0.06986324,0.005687993,0.00006513099,0.000007892713,0.000008366459,0.01179801],"genre_scores_gemma":[0.9934592,0.0003220734,0.0007694079,0.003635876,0.001312079,0.000002168807,0.000003449131,0.000006088145,0.0004896176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7620578,"threshold_uncertainty_score":0.9982254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011026450767782,"score_gpt":0.3148537901191056,"score_spread":0.3047435256114278,"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."}}