{"id":"W1981676421","doi":"10.1148/rg.245035209","title":"Best Cases from the AFIP","year":2004,"lang":"en","type":"article","venue":"Radiographics","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; MEDLINE; General surgery","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":[0.0002972559,0.001671113,0.0007908436,0.003411044,0.003395704,0.001393319,0.001297321,0.003863714,0.02284857],"category_scores_gemma":[0.002215906,0.0006004122,0.0009941444,0.001720067,0.0008365127,0.001815799,0.002101123,0.002396227,0.007378258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006336002,"about_ca_system_score_gemma":0.0007931129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531066,"about_ca_topic_score_gemma":0.006560777,"domain_scores_codex":[0.9995359,0.00003896272,0.00005878389,0.00007585336,0.0001192228,0.0001713054],"domain_scores_gemma":[0.9995003,0.00006601562,0.00008902311,0.00007517926,0.00007057482,0.0001990065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001722492,0.00010148,0.02061057,0.0002375186,0.00004683848,0.8251734,0.0006675517,0.000297367,0.001001271,0.00326603,0.08033543,0.06809019],"study_design_scores_gemma":[0.00002575016,0.0000458533,0.008636134,0.0002596397,0.00004349065,0.9042439,0.0004461189,0.0001041197,0.0004133077,0.003050403,0.08269161,0.00003974419],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2279361,0.05778148,0.01048814,0.09217508,0.0102393,0.0005015305,0.005668891,0.001135805,0.5940737],"genre_scores_gemma":[0.7660698,0.04002773,0.009654289,0.02567574,0.02114272,0.0002113045,0.002831675,0.000934754,0.1334519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02284857,"threshold_uncertainty_score":0.0764361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199813222127567,"score_gpt":0.2354874485338549,"score_spread":0.2234893163125793,"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."}}