{"id":"W1926009503","doi":"10.1016/j.ejrad.2015.06.016","title":"Evaluation of the European Society of Urogenital Radiology (ESUR) PI-RADS scoring system for assessment of extra-prostatic extension in prostatic carcinoma","year":2015,"lang":"en","type":"article","venue":"European Journal of Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Genitourinary system; Carcinoma; Radiology; Prostate; Prostatic Diseases; Gynecology; Urology; Pathology; 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":[0.005606385,0.0007757395,0.000792328,0.003789063,0.0004453738,0.001360606,0.0008950756,0.0006932509,0.001793268],"category_scores_gemma":[0.007490029,0.0002545204,0.00108187,0.001522436,0.0004622194,0.001026623,0.001008278,0.0004590452,0.0003976185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569882,"about_ca_system_score_gemma":0.0006909384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675374,"about_ca_topic_score_gemma":0.003002954,"domain_scores_codex":[0.9982529,0.0005723732,0.0003086348,0.0001589014,0.0005396631,0.0001674719],"domain_scores_gemma":[0.9970713,0.000769458,0.0004459507,0.0001309753,0.001372831,0.0002094805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001253556,0.0002375212,0.8562493,0.0005176122,0.0007145989,0.0006212884,0.0003538746,0.00283699,0.008860962,0.0006595509,0.002988214,0.1247066],"study_design_scores_gemma":[0.000110416,0.001248011,0.9564802,0.0002570176,0.0007581335,0.00330852,0.0004680869,0.02589978,0.004622215,0.0005605252,0.006198345,0.00008870442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569141,0.008722212,0.0117848,0.0005718064,0.0002513378,0.0005407474,0.001250233,0.0002217835,0.01974294],"genre_scores_gemma":[0.9814062,0.001436443,0.0142522,0.00008753531,0.00006614377,0.000155564,0.0008287657,0.00003356882,0.001733586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606385,"threshold_uncertainty_score":0.02964973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015260498584962,"score_gpt":0.3343512478010061,"score_spread":0.2328251979425099,"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."}}