{"id":"W2044601629","doi":"10.1503/cmaj.101638","title":"Imaging in urolithiasis","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Radiodensity; Intravenous pyelography; Pyelogram; Medicine; Intravenous contrast; Computed tomography; Intravenous urography; Radiology; Contrast (vision); Radiography; Computer science; Urinary system; Artificial intelligence; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001168238,0.0006680899,0.0009076038,0.002496686,0.0008579738,0.001597308,0.001082549,0.002388439,0.006943588],"category_scores_gemma":[0.00480325,0.0002377164,0.0004196049,0.002581387,0.001835388,0.001649256,0.00133623,0.002632548,0.002649157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081478,"about_ca_system_score_gemma":0.002650274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005205635,"about_ca_topic_score_gemma":0.005204798,"domain_scores_codex":[0.9988862,0.0003078511,0.0001797947,0.00007022058,0.0003885084,0.0001674706],"domain_scores_gemma":[0.9983621,0.0006090657,0.0002499219,0.0001070937,0.0004596629,0.0002121754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002323899,0.0001754792,0.02333063,0.00777111,0.0001453509,0.02409403,0.001183254,0.0004844391,0.003253551,0.04583833,0.1798887,0.7136027],"study_design_scores_gemma":[0.00004743921,0.0001992422,0.02237861,0.006690328,0.0001352048,0.1707571,0.001014677,0.0002117563,0.0006875669,0.02002368,0.7777981,0.00005642794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006971229,0.8720913,0.003998165,0.02086886,0.006806855,0.0001115483,0.0002476033,0.00009428761,0.08881009],"genre_scores_gemma":[0.1124587,0.8172282,0.0124163,0.01495234,0.01778813,0.0001812488,0.0008252586,0.0000787798,0.02407113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006943588,"threshold_uncertainty_score":0.02322859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289531012464211,"score_gpt":0.2431152378369955,"score_spread":0.2302199277123534,"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."}}