{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004808149,0.0001162077,0.00007524312,0.00002212225,0.0001257588,0.00002741682,0.0002164402,0.00008942762,0.00001540126],"category_scores_gemma":[0.0000806222,0.00008399558,0.0001468531,0.0001445488,0.0001525481,0.000001316035,0.00004636526,0.00006077366,0.00001741072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003749132,"about_ca_system_score_gemma":0.00008507241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003629537,"about_ca_topic_score_gemma":0.0001228012,"domain_scores_codex":[0.9993638,0.00002774972,0.0001016343,0.0002212868,0.0001109934,0.0001745267],"domain_scores_gemma":[0.9994031,0.00002135771,0.00003154755,0.0003982152,0.00003494551,0.0001108697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004782788,0.001465601,0.2995261,0.00005466649,0.001478233,0.0003080832,0.0007362638,0.001312111,0.5486991,0.003221932,0.1354973,0.007222287],"study_design_scores_gemma":[0.00352474,0.001128361,0.1284683,0.00009845886,0.0004754775,0.0002124094,0.001323922,0.00001254856,0.1573886,0.007949872,0.6982966,0.001120722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883654,0.009087495,0.0006100374,0.0008859799,0.0001729374,0.0001111407,0.0001411485,0.00001415481,0.0006117569],"genre_scores_gemma":[0.9959849,0.001417773,0.0004679346,0.001420888,0.0004199644,0.00001368069,0.0001812761,0.00001608693,0.00007754138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5627993,"threshold_uncertainty_score":0.3425241,"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."}}