{"id":"W2067305224","doi":"10.1002/jmri.22303","title":"Device for sectioning prostatectomy specimens to facilitate comparison between histology and in vivo MRI","year":2010,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Prostatectomy; Histology; Biomedical engineering; Materials science; Medicine; Anatomy; Pathology; Prostate","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003732147,0.0001322099,0.0004448046,0.0002091815,0.00005723512,0.00002982278,0.00006051346,0.00003323881,0.00004513077],"category_scores_gemma":[0.0001316002,0.0001126496,0.00005872203,0.0001391209,0.0000650617,0.0001009439,0.00002538905,0.0003062669,0.000002235453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404369,"about_ca_system_score_gemma":0.00009645127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005880477,"about_ca_topic_score_gemma":0.0001373441,"domain_scores_codex":[0.9988295,0.00002454,0.0005221152,0.000195907,0.0001573463,0.0002705507],"domain_scores_gemma":[0.9991525,0.0001999302,0.0001811066,0.0001148936,0.0001876168,0.0001639897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003649957,0.00008421679,0.8359451,0.00006829825,0.0000113721,0.0000806388,0.001065878,0.00001411161,0.01286338,0.000008572148,0.002546404,0.146947],"study_design_scores_gemma":[0.003794327,0.0008575863,0.7093812,0.0003115374,0.00007990815,0.0002490915,0.0002195296,0.000271511,0.00755212,0.0001347975,0.2770273,0.0001210322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823245,0.009991409,0.0004572498,0.006040503,0.0002741562,0.0005921479,0.00001784542,0.000008191401,0.0002939824],"genre_scores_gemma":[0.9822943,0.0002156063,0.01669257,0.000279715,0.0001982669,0.00004474314,0.000001344245,0.00001692431,0.0002565608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2744809,"threshold_uncertainty_score":0.4593719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885641077601652,"score_gpt":0.306262972885578,"score_spread":0.2774065621095615,"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."}}