{"id":"W2063651097","doi":"10.1111/bju.12874","title":"Upper limit of cancer extent on biopsy defining very low‐risk prostate cancer","year":2014,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Vetenskapsrådet; Swedish Cancer Foundation","keywords":"Prostate cancer; Medicine; Prostatectomy; Biopsy; Cancer; Prostate biopsy; Stage (stratigraphy); Urology; Prostate; Prostate-specific antigen; Oncology; Internal medicine; Gynecology","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":[0.0006166174,0.0002629817,0.0002683848,0.0009034614,0.0002408352,0.0004710785,0.0003614095,0.0004697781,0.002062931],"category_scores_gemma":[0.003913708,0.0001431904,0.0002888374,0.0005572384,0.0004433807,0.0003090326,0.0005740544,0.0002841236,0.0002937767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894358,"about_ca_system_score_gemma":0.0002933499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254978,"about_ca_topic_score_gemma":0.003240617,"domain_scores_codex":[0.9994722,0.0001798413,0.00004983394,0.00007065236,0.0001479518,0.00007958135],"domain_scores_gemma":[0.9976372,0.0007140061,0.000993092,0.000105152,0.0001904609,0.0003602565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001630131,0.000009994454,0.9975454,0.00001753396,0.0000203967,0.000137777,0.00002558966,0.0001297293,0.000554978,0.00004267601,0.00006070762,0.001292186],"study_design_scores_gemma":[0.000004656558,0.00009018459,0.997498,0.0000141426,0.00001812346,0.001554098,0.00005905984,0.0002762885,0.000203245,0.00007861068,0.0001989562,0.000004618148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970944,0.0008995393,0.0004294846,0.00003261303,0.000007115938,0.000008213015,0.0001557254,0.000008608471,0.001364317],"genre_scores_gemma":[0.9995071,0.00006885961,0.0002026221,0.000009136455,0.000005127218,0.00000322534,0.0001205286,0.0000014426,0.00008195861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00254978,"threshold_uncertainty_score":0.006901145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030338327108301,"score_gpt":0.2674025426114495,"score_spread":0.2570991593403665,"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."}}