{"id":"W2127905322","doi":"10.5539/gjhs.v6n7p49","title":"Survey of Clinical and Pathological Characteristics and Outcomes of Patients With Prostate Cancer","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Malignancy; Prostatectomy; Cancer; Urinary incontinence; Lower urinary tract symptoms; Disease; Internal medicine; Prostate; Gynecology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038047,0.00006969231,0.0005910027,0.00003088514,0.00004208343,0.000007286314,0.00005997887,0.00002129689,0.000001966893],"category_scores_gemma":[0.0003610884,0.0000369666,0.00002186467,0.0001584107,0.0006704405,0.00007115743,0.00003504338,0.00007583134,6.812591e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000433453,"about_ca_system_score_gemma":0.0005887003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621695,"about_ca_topic_score_gemma":0.00001989155,"domain_scores_codex":[0.9985561,0.00007140689,0.0007039212,0.0001313125,0.0003777203,0.0001595127],"domain_scores_gemma":[0.9981711,0.0000784596,0.0008280322,0.00008267334,0.0006029693,0.0002368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003205771,0.0001999194,0.9180566,0.00005860593,0.00001256765,0.000002759362,0.00002457446,3.712026e-7,0.000001166372,0.0000190612,0.00001566266,0.08128816],"study_design_scores_gemma":[0.001903118,0.003129255,0.9946357,0.0001831806,0.00002201944,0.00001446961,0.000008826843,0.00001277461,0.000009986085,0.00002141987,0.00002885888,0.0000303905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983103,0.000626507,0.00001915549,0.0006270954,0.0001347072,0.0001602712,0.0001112993,0.000001178736,0.000009475497],"genre_scores_gemma":[0.9974297,0.001610155,0.0006316795,0.0003134621,0.000009773064,0.000001053347,0.0000015992,0.00000172563,9.061666e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08125777,"threshold_uncertainty_score":0.2470266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253520865121168,"score_gpt":0.4092529276705777,"score_spread":0.356717719019366,"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."}}