{"id":"W2942812139","doi":"10.1007/s00261-019-02018-y","title":"Can MRI be used to diagnose histologic grade in T1a (< 4 cm) clear cell renal cell carcinomas?","year":2019,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Ottawa Hospital","funders":"","keywords":"Medicine; Nuclear medicine; Effective diffusion coefficient; Receiver operating characteristic; Confidence interval; Logistic regression; Area under the curve; Kappa; Radiology; Pathology; Internal medicine; Magnetic resonance imaging","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":[0.001854363,0.0009044351,0.001425033,0.002609934,0.0004454188,0.001872732,0.00106105,0.002016574,0.002166649],"category_scores_gemma":[0.01307011,0.0005041896,0.00102092,0.001481943,0.001027402,0.003084652,0.0003574201,0.001608019,0.00187641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006346597,"about_ca_system_score_gemma":0.001019003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066214,"about_ca_topic_score_gemma":0.009013019,"domain_scores_codex":[0.9994065,0.0001891179,0.00009483862,0.00006043731,0.0001499524,0.00009921708],"domain_scores_gemma":[0.996493,0.001006689,0.0005493584,0.000193834,0.001469062,0.0002878842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001802036,0.0003920611,0.623433,0.001005279,0.0004024055,0.00430696,0.0001591432,0.001325394,0.009342531,0.0008479047,0.0159517,0.3410316],"study_design_scores_gemma":[0.0005651829,0.003945967,0.8242704,0.003434597,0.002572288,0.03662175,0.00316399,0.02016105,0.01936414,0.008995151,0.07654799,0.0003575295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6610551,0.1695331,0.01711948,0.08242994,0.006849982,0.0003272069,0.001227902,0.001083644,0.06037377],"genre_scores_gemma":[0.9335623,0.03946633,0.01299831,0.005908707,0.004362888,0.00007566859,0.0005264808,0.0000957635,0.003003613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0066214,"threshold_uncertainty_score":0.01316571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244186263790855,"score_gpt":0.2550212791896657,"score_spread":0.2306026528105801,"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."}}