{"id":"W2153847472","doi":"10.5489/cuaj.311","title":"Needle biopsy size and pathological Gleason Score diagnosis: No evidence for a link","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concordance; Medicine; Prostatectomy; Prostate cancer; Biopsy; Prostate biopsy; Prostate; Pathological; Prostate-specific antigen; Urology; Radiology; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01067733,0.0004824439,0.0005531908,0.001129988,0.0003591334,0.0009084702,0.001560344,0.001549181,0.01112346],"category_scores_gemma":[0.04075452,0.0003458566,0.0011169,0.001015782,0.001573926,0.001212562,0.0008322194,0.0007495972,0.001288437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041441,"about_ca_system_score_gemma":0.0008468961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007268275,"about_ca_topic_score_gemma":0.0008017882,"domain_scores_codex":[0.9956805,0.001770045,0.0004612962,0.0008502047,0.0009391919,0.0002987911],"domain_scores_gemma":[0.8716389,0.09912428,0.01678154,0.005008196,0.00375256,0.0036946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002197445,0.00005206853,0.9937508,0.0001077707,0.0003884921,0.0002280711,0.00006033474,0.00009976285,0.000348589,0.00008044123,0.00008867103,0.002597648],"study_design_scores_gemma":[0.0002392859,0.00264225,0.9829017,0.0001937096,0.001748928,0.005456202,0.000496994,0.003361125,0.0005091978,0.001244123,0.001173723,0.00003278653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864146,0.006554614,0.001977929,0.0006625075,0.0001743768,0.00005153629,0.0002628713,0.00002642758,0.003875145],"genre_scores_gemma":[0.9987842,0.0002972639,0.0003431149,0.00008877162,0.0001175363,0.000008155923,0.0001334499,0.000009716503,0.0002177363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112346,"threshold_uncertainty_score":0.05646777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03768268541943404,"score_gpt":0.2714786389840124,"score_spread":0.2337959535645783,"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."}}