{"id":"W4298027126","doi":"10.37549/ar2021","title":"MRI-guided prostate biopsy in a patient post colectomy","year":2013,"lang":"en","type":"article","venue":"Applied Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montréal InVivo","funders":"","keywords":"Prostate; Prostate biopsy; Medicine; Biopsy; Radiology; Colectomy; Internal medicine; Colorectal cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005685369,0.0001722981,0.0003838694,0.0001247793,0.00003276787,0.000009766662,0.00005311572,0.0001024882,0.000321756],"category_scores_gemma":[0.00001462648,0.0001312811,0.0000476659,0.0001854116,0.00009698483,0.00002836145,0.00003523885,0.0001385816,0.0003665659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087543,"about_ca_system_score_gemma":0.00009765185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000411839,"about_ca_topic_score_gemma":0.00001718242,"domain_scores_codex":[0.9988326,0.00002661809,0.0003069463,0.0003511425,0.00008619988,0.0003965328],"domain_scores_gemma":[0.9994105,0.000061145,0.00007349703,0.0002579679,0.00006324914,0.0001336661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001414439,0.002996105,0.5125493,0.000301089,0.0007506512,0.00180018,0.006048148,0.0001329039,0.240504,0.01139243,0.09597079,0.12614],"study_design_scores_gemma":[0.01695743,0.003539587,0.9047462,0.0001409478,0.0001505971,0.001870937,0.0007783474,0.0001862393,0.03813086,0.003002799,0.02976085,0.0007352208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874528,0.0004679622,0.000008857402,0.00326379,0.0001172658,0.002085435,0.00001253178,0.00005363132,0.006537692],"genre_scores_gemma":[0.9939377,0.0002040583,0.0008833834,0.002533518,0.00004976783,0.002170402,0.0001094809,0.00002273781,0.00008890742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3921969,"threshold_uncertainty_score":0.535349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008615199842635589,"score_gpt":0.2420678790906176,"score_spread":0.233452679247982,"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."}}